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GenDR: A Generalized Differentiable Renderer
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Felix Petersen
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04-26-2022
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The Multimarginal Optimal Transport Formulation of
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04-27-2022
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GTNet: A Tree-Based Deep Graph Learning Architecture
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Nan Wu
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04-28-2022
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KING: Generating Safety-Critical Driving Scenarios for
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Niklas Hanselmann
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04-28-2022
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Actor-Critic Scheduling for Path-Aware Air-to-Ground
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04-26-2022
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Multi-task Learning for Concurrent Prediction of
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Betty Lala
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04-29-2022
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Learning from Natural Language Feedback
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Jérémy Scheurer
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04-28-2022
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Noise-reducing attention cross fusion learning
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Liangrui Pan
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04-27-2022
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Dropout Inference with Non-Uniform Weight Scaling
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Zhaoyuan Yang
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04-27-2022
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Accelerating Robot Learning of Contact-Rich
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Cristian C. Beltran-Hernandez
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04-28-2022
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CATNet: Cross-event Attention-based Time-aware Network
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Sicen Liu
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04-28-2022
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Regotron: Regularizing the Tacotron2 architecture via
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Efthymios Georgiou
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04-28-2022
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Representative period selection for power system
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Marc Barbar
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04-26-2022
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Learning Value Functions from Undirected State-only
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Matthew Chang
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04-27-2022
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Data-based price discrimination: information theoretic
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Haitian Xie
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04-27-2022
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Spending Privacy Budget Fairly and Wisely
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Lucas Rosenblatt
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04-26-2022
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Multi stain graph fusion for multimodal integration in
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Chaitanya Dwivedi
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04-26-2022
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Encoding Cardiopulmonary Exercise Testing Time Series
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Yash Sharma
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04-27-2022
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R-MBO: A Multi-surrogate Approach for Preference
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Tinkle Chugh
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04-29-2022
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Topological Data Analysis in Time Series: Temporal
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Baihan Lin
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04-28-2022
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Federated Learning on Heterogeneous and Long-Tailed
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Xinyi Shang
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04-27-2022
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MAPLE-Edge: A Runtime Latency Predictor for Edge
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04-26-2022
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Time Series Prediction by Multi-task GPR with
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Peng Tao
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04-26-2022
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Time-triggered Federated Learning over Wireless
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Xiaokang Zhou
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04-27-2022
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Heterogeneous Ensemble Knowledge Transfer for Training
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Yae Jee Cho
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04-28-2022
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Personalized Federated Learning with Multiple Known
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Boxiang Lyu
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04-27-2022
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Learning Storm Surge with Gradient Boosting
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Benjamin Pachev
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04-28-2022
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Phase Shift Design in RIS Empowered Wireless Networks:
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Zongze Li
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04-28-2022
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Bona fide Riesz projections for density estimation
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P. del Aguila Pla
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04-27-2022
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Detecting Backdoor Poisoning Attacks on Deep Neural
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Lukas Schulth
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04-26-2022
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Gaussian Kernel Variance For an Adaptive Learning
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Yue Zhao
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04-29-2022
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Preoperative brain tumor imaging: models and software
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D. Bouget
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04-28-2022
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A Decision Model for Federated Learning Architecture
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Sin Kit Lo
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04-28-2022
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On the Convergence of Momentum-Based Algorithms for
Federated Stochastic Bilevel Optimization Problems
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Hongchang Gao
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04-29-2022
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Task Embedding Temporal Convolution Networks for
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Jens Schreiber
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04-26-2022
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Automatic Monitoring of Fruit Ripening Rooms by UHF
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Cecilia Occhiuzzi
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04-29-2022
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Cost Effective MLaaS Federation: A Combinatorial
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Shuzhao Xie
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04-27-2022
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Ollivier-Ricci Curvature For Head Pose Estimation From
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Lucia Cascone
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04-28-2022
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CAVES: A Dataset to facilitate Explainable
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Soham Poddar
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04-28-2022
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Anomaly Detection by Leveraging Incomplete Anomalous
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Bowen Tian
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04-28-2022
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COSTI: a New Classifier for Sequences of Temporal
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Jakub Michał Bilski
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04-27-2022
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DraftRec: Personalized Draft Recommendation for Winning
in Multi-Player Online Battle Arena Games
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Hojoon Lee
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04-29-2022
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Short-Term Density Forecasting of Low-Voltage Load
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Marcel Arpogaus
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04-29-2022
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Wide and Deep Neural Networks Achieve Optimality for
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Adityanarayanan Radhakrishnan
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04-26-2022
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Treating Crowdsourcing as Examination: How to Score
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Guangyang Han
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04-28-2022
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RoSA: A Robust Self-Aligned Framework for Node-Node
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Yun Zhu
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04-28-2022
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Curriculum Learning for Dense Retrieval Distillation
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Hansi Zeng
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04-29-2022
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Tractable Uncertainty for Structure Learning
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Benjie Wang
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04-29-2022
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Data+Shift: Supporting visual investigation of data
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João Palmeiro
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04-28-2022
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Bilinear value networks
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Zhang-Wei Hong
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04-26-2022
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Hybridised Loss Functions for Improved Neural Network
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Matthew C. Dickson
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04-26-2022
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Federated Progressive Sparsification (Purge, Merge,
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Dimitris Stripelis
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04-29-2022
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Local Explanation of Dimensionality Reduction
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Avraam Bardos
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04-29-2022
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Statistical applications of contrastive learning
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Michael U. Gutmann
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04-28-2022
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Cumulative Stay-time Representation for Electronic
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Takayuki Katsuki
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04-28-2022
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Fuzzy Cognitive Maps and Hidden Markov Models:
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Jakub Michał Bilski
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04-26-2022
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Enhancing Privacy against Inversion Attacks in
Federated Learning by using Mixing Gradients Strategies
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Shaltiel Eloul
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04-28-2022
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On tuning a mean-field model for semi-supervised
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Emílio Bergamim
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04-28-2022
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Multi-Player Multi-Armed Bandits with Finite Shareable
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Xuchuang Wang
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04-28-2022
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VPNets: Volume-preserving neural networks for learning
source-free dynamics
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Aiqing Zhu
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04-26-2022
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SVD Perspectives for Augmenting DeepONet Flexibility
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Simone Venturi
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04-27-2022
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LiftPool: Lifting-based Graph Pooling for Hierarchical
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Mingxing Xu
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04-29-2022
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Bayesian Information Criterion for Event-based
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Kaidi Shao
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04-26-2022
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Understanding A Class of Decentralized and Federated
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Xinwei Zhang
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04-27-2022
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Multi-Objective Physics-Guided Recurrent Neural
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Oliver Schön
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04-29-2022
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Autonomous In-Situ Soundscape Augmentation via Joint
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Karn N. Watcharasupat
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04-26-2022
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Interpretable Battery Cycle Life Range Prediction Using
Early Degradation Data at Cell Level
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Huang Zhang
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04-27-2022
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AutoLossGen: Automatic Loss Function Generation for
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Zelong Li
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04-28-2022
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Predicting batch queue job wait times for informed
scheduling of urgent HPC workloads
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Nick Brown
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04-29-2022
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Learned Gradient of a Regularizer for Plug-and-Play
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Rita Fermanian
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04-29-2022
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Learning Anisotropic Interaction Rules from Individual
Trajectories in a Heterogeneous Cellular Population
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Daniel A. Messenger
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04-29-2022
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Escaping Spurious Local Minima of Low-Rank Matrix
Factorization Through Convex Lifting
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Ching-pei Lee
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04-26-2022
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Evaluation of Self-taught Learning-based
Representations for Facial Emotion Recognition
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Bruna Delazeri
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04-27-2022
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When Performance is not Enough -- A Multidisciplinary
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Roland Roller
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04-28-2022
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BEINIT: Avoiding Barren Plateaus in Variational Quantum
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Ankit Kulshrestha
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04-27-2022
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Binding Actions to Objects in World Models
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Ondrej Biza
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04-29-2022
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A study of tree-based methods and their combination
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Yinuo Zeng
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04-27-2022
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FlowGNN: A Dataflow Architecture for Universal Graph
Neural Network Inference via Multi-Queue Streaming
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Rishov Sarkar
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04-28-2022
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An Explainable Regression Framework for Predicting
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Talhat Khan
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04-26-2022
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Nonbacktracking spectral clustering of nonuniform
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04-26-2022
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Relational Abstractions for Generalized Reinforcement
Learning on Symbolic Problems
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Rushang Karia
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04-29-2022
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Reducing Neural Architecture Search Spaces with
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Thorir Mar Ingolfsson
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04-29-2022
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Framework for Behavioral Disorder Detection Using
Machine Learning and Application of Virtual Cognitive
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Tasnim Niger
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04-26-2022
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Generating Examples From CLI Usage: Can Transformers
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Roshanak Zilouchian Moghaddam
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04-26-2022
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Identification of feasible pathway information for
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Syeda Sakira Hassan
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04-29-2022
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Unsupervised Reinforcement Learning for Transferable
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Daesol Cho
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04-29-2022
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On the Optimization of Margin Distribution
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Meng-Zhang Qian
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04-27-2022
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Uncertainty-Aware Prediction of Battery Energy
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Jihed Khiari
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04-26-2022
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Double Diffusion Maps and their Latent Harmonics for
Scientific Computations in Latent Space
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Nikolaos Evangelou
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04-27-2022
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An Empirical Evaluation of Flow Based Programming in
the Machine Learning Deployment Context
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Andrei Paleyes
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04-28-2022
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Visualization and Optimization Techniques for High
Dimensional Parameter Spaces
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Anjul Tyagi
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04-26-2022
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Rate-Constrained Remote Contextual Bandits
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Francesco Pase
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04-26-2022
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Self-Supervised Information Bottleneck for Deep
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Shiye Wang
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04-27-2022
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TERMinator: A Neural Framework for Structure-Based
Protein Design using Tertiary Repeating Motifs
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Alex J. Li
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04-29-2022
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A Framework for Constructing Machine Learning Models
with Feature Set Optimisation for Evapotranspiration
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by
Adam Stapleton
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04-26-2022
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Generating Self-Serendipity Preference in Recommender
Systems for Addressing Cold Start Problems
by
Yuanbo Xu
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04-29-2022
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Energy Minimization for Federated Asynchronous Learning
on Battery-Powered Mobile Devices via Application
Co-running
by
Cong Wang
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04-26-2022
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RAMBO-RL: Robust Adversarial Model-Based Offline
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Marc Rigter
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04-27-2022
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TransHER: Translating Knowledge Graph Embedding with
Hyper-Ellipsoidal Restriction
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Yizhi Li
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04-27-2022
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Humans Role in-the-Loop
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Avigdor Gal
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04-26-2022
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Application of WGAN-GP in recommendation and
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Hichem Ammar Khodja
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04-26-2022
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Self-scalable Tanh (Stan): Faster Convergence and
Better Generalization in Physics-informed Neural
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Raghav Gnanasambandam
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04-26-2022
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Continual Learning for Peer-to-Peer Federated Learning:
A Study on Automated Brain Metastasis Identification
by
Yixing Huang
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04-28-2022
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Who will stay? Using Deep Learning to predict
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by
Alexander Semenov
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04-26-2022
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Meta-Learning Based Early Fault Detection for Rolling
Bearings via Few-Shot Anomaly Detection
by
Wenbin Song
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04-29-2022
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Controlled Generation of Unseen Faults for Partial and
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Katharina Rombach
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04-27-2022
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Multimodal Transformer-based Model for Buchwald-Hartwig
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Shimaa Baraka
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04-27-2022
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Open challenges for Machine Learning based Early
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by
Alexis Bondu
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04-26-2022
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SoFaiR: Single Shot Fair Representation Learning
by
Xavier Gitiaux
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04-28-2022
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GCN-FFNN: A Two-Stream Deep Model for Learning Solution
to Partial Differential Equations
by
Onur Bilgin
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04-26-2022
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Zero-Touch Network on Industrial IoT: An End-to-End
Machine Learning Approach
by
Shih-Chun Lin
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04-27-2022
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Worst-Case Dynamic Power Distribution Network Noise
Prediction Using Convolutional Neural Network
by
Xiao Dong
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04-28-2022
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Probabilistic Permutation Graph Search: Black-Box
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Ali Vardasbi
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04-29-2022
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A Mixed-Domain Self-Attention Network for Multilabel
Cardiac Irregularity Classification Using Reduced-Lead
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by
Hao-Chun Yang
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04-29-2022
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Exploration and Exploitation in Federated Learning to
Exclude Clients with Poisoned Data
by
Shadha Tabatabai
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04-28-2022
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Automatic Machine Learning for Multi-Receiver CNN
Technology Classifiers
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Amir-Hossein Yazdani-Abyaneh
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04-27-2022
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Neural network controllers for uncertain linear systems
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Filippo Fabiani
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04-28-2022
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An Extensive Data Processing Pipeline for MIMIC-IV
by
Mehak Gupta
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04-29-2022
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Industry-academia research collaboration and knowledge
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Dusica Marijan
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04-28-2022
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Tag-assisted Multimodal Sentiment Analysis under
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Jiandian Zeng
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04-28-2022
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Coupling Deep Imputation with Multitask Learning for
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by
Sophie Peacock
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04-28-2022
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An Online Ensemble Learning Model for Detecting Attacks
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Hiba Tabbaa
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04-26-2022
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Unsupervised Learning of Unbiased Visual
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Carlo Alberto Barbano
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04-26-2022
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Novel Applications for VAE-based Anomaly Detection
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Luca Bergamin
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04-28-2022
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Formulating Robustness Against Unforeseen Attacks
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Sihui Dai
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04-26-2022
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Toward Policy Explanations for Multi-Agent
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Kayla Boggess
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04-26-2022
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Learning Eco-Driving Strategies at Signalized
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Vindula Jayawardana
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04-28-2022
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A Collection of Quality Diversity Optimization Problems
Derived from Hyperparameter Optimization of Machine
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Lennart Schneider
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04-27-2022
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Prescriptive and Descriptive Approaches to
Machine-Learning Transparency
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David Adkins
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04-26-2022
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Modular Domain Adaptation
by
Junshen K. Chen
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04-27-2022
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Hyperbolic Hierarchical Knowledge Graph Embeddings for
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Wenjie Zheng
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04-26-2022
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Improving Feature Generalizability with Multitask
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Dong Ma
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04-28-2022
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An Intriguing Property of Geophysics Inversion
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Yinan Feng
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04-26-2022
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Process Knowledge-infused Learning for Suicidality
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by
Kaushik Roy
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04-28-2022
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Randomized Smoothing under Attack: How Good is it in
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by
Thibault Maho
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04-27-2022
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Neighbor-Based Optimized Logistic Regression Machine
Learning Model For Electric Vehicle Occupancy Detection
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Sayan Shaw
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04-27-2022
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Identifying Critical LMS Features for Predicting
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Ying Guo
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04-26-2022
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GypSum: Learning Hybrid Representations for Code
Summarization
by
Yu Wang
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04-28-2022
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A Neural Network-enhanced Reproducing Kernel Particle
Method for Modeling Strain Localization
by
Jonghyuk Baek
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04-28-2022
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AGIC: Approximate Gradient Inversion Attack on
Federated Learning
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Jin Xu
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04-28-2022
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Triformer: Triangular, Variable-Specific Attentions for
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04-28-2022
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Probabilistic Models for Manufacturing Lead Times
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