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Variable Augmented Network for Invertible Modality
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Large-Scale Learning with Fourier Features and Tensor
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Fair Representation: Guaranteeing Approximate Multiple
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Proof Transfer for Neural Network Verification
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Active Inference and Epistemic Value in Graphical
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Variational Quantum Reinforcement Learning via
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VIbCReg: Variance-Invariance-better-Covariance
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A Subsampling-Based Method for Causal Discovery on
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Automatic non-invasive Cough Detection based on
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Sample Noise Impact on Active Learning
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Multistage Pruning of CNN Based ECG Classifiers for
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MACRPO: Multi-Agent Cooperative Recurrent Policy
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Federated Reconnaissance: Efficient, Distributed,
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Asynchronous Federated Learning for Sensor Data with
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MiniF2F: a cross-system benchmark for formal
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Position Masking for Improved Layout-Aware Document
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Learning Practically Feasible Policies for Online 3D
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08-31-2021
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Quantization of Generative Adversarial Networks for
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Towards extraction of orthogonal and parsimonious
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08-31-2021
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GRP-FED: Addressing Client Imbalance in Federated
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Heterogeneous relational message passing networks for
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Self-timed Reinforcement Learning using Tsetlin Machine
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J-Score: A Robust Measure of Clustering Accuracy
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08-31-2021
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Towards a Common Testing Terminology for Software
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09-03-2021
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Building Interpretable Models for Business Process
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09-01-2021
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TransforMesh: A Transformer Network for Longitudinal
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LightAutoML: AutoML Solution for a Large Financial
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08-31-2021
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Phy-Q: A Benchmark for Physical Reasoning
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08-31-2021
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Attention-based Multi-Reference Learning for Image
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09-03-2021
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Empirical Study of Named Entity Recognition Performance
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09-02-2021
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Benchmarking the Robustness of Instance Segmentation
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09-01-2021
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An End-to-End learnable Flow Regularized Model for
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09-02-2021
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The Functional Correspondence Problem
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09-02-2021
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What Users Want? WARHOL: A Generative Model for
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08-31-2021
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Disentanglement Analysis with Partial Information
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08-31-2021
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Deep Learning of Transferable MIMO Channel Modes for 6G
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09-02-2021
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Energy-Efficient Multi-Orchestrator Mobile Edge
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09-03-2021
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Characterization and Prediction of Deep Learning
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Hu
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08-31-2021
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Deep Dual Support Vector Data Description for Anomaly
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08-31-2021
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Implicit Behavioral Cloning
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08-31-2021
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Scalable Spatiotemporally Varying Coefficient Modeling
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09-02-2021
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MACEst: The reliable and trustworthy Model Agnostic
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09-03-2021
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Stochastic Physics-Informed Neural Networks (SPINN): A
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09-03-2021
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A Bayesian Approach to (Online) Transfer Learning:
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09-03-2021
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Edge-featured Graph Neural Architecture Search
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09-01-2021
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TabFairGAN: Fair Tabular Data Generation with
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08-31-2021
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Learning Optimal Prescriptive Trees from Observational
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09-02-2021
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Learning to Prompt for Vision-Language Models
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09-02-2021
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Optimization and Sampling Under Continuous Symmetry:
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08-31-2021
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Temporal Deep Learning Architecture for Prediction of
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Hanuman Verma
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08-31-2021
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Chi-square Loss for Softmax: an Echo of Neural Network
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08-31-2021
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Aligning Hotel Embeddings using Domain Adaptation for
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Ioannis Partalas
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09-02-2021
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Entity Linking and Discovery via Arborescence-based
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09-03-2021
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Statistical Estimation and Inference via Local SGD in
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Xiang Li
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09-01-2021
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Global Convolutional Neural Processes
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09-01-2021
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Information-theoretic Classification Accuracy: A
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09-01-2021
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Regional Adversarial Training for Better Robust
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08-31-2021
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Max-Utility Based Arm Selection Strategy For Sequential
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09-02-2021
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Sparsifying the Update Step in Graph Neural Networks
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09-02-2021
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Characterizing possible failure modes in
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Aditi S. Krishnapriyan
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09-02-2021
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Can Error Mitigation Improve Trainability of Noisy
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09-02-2021
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Transformer Networks for Data Augmentation of Human
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08-31-2021
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Uncertainty Quantified Deep Learning for Predicting
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09-03-2021
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A New Approach to Multilabel Stratified Cross
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08-31-2021
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Data-Driven Reduced-Order Modeling of Spatiotemporal
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09-03-2021
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Biomedical Data-to-Text Generation via Fine-Tuning
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09-01-2021
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Excess Capacity and Backdoor Poisoning
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09-02-2021
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RF-LighGBM: A probabilistic ensemble way to predict
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Liping Yang
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09-03-2021
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Instance-wise or Class-wise? A Tale of Neighbor Shapley
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08-31-2021
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Clustering of Pain Dynamics in Sickle Cell Disease from
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Gary K. Nave
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09-03-2021
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Investigate the Correlation of Breast Cancer Dataset
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Somenath Chakraborty
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09-02-2021
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Anatomical-Guided Attention Enhances Unsupervised PET
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Yuya Onishi
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09-01-2021
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Wearable-based Classification of Running Styles with
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Setareh Rahimi Taghanaki
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09-01-2021
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Streaming data preprocessing via online tensor recovery
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Yue Hu
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08-31-2021
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Position-based Hash Embeddings For Scaling Graph Neural
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09-01-2021
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WebQA: Multihop and Multimodal QA
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Yingshan Chang
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09-03-2021
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Impact of GPU uncertainty on the training of predictive
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09-01-2021
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RIFLE: Robust Inference from Low Order Marginals
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09-01-2021
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LinEasyBO: Scalable Bayesian Optimization Approach for
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Shuhan Zhang
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08-31-2021
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Effectiveness of Deep Networks in NLP using BiDAF as an
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Soumyendu Sarkar
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09-03-2021
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CX-ToM: Counterfactual Explanations with Theory-of-Mind
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09-01-2021
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Dash: Semi-Supervised Learning with Dynamic
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Yi Xu
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08-31-2021
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A Survey of Exploration Methods in Reinforcement
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09-01-2021
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Bilinear Input Normalization for Neural Networks in
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08-31-2021
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Estimation of Air Pollution with Remote Sensing Data:
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08-31-2021
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Online Dynamic Window (ODW) Assisted Two-stage LSTM
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09-02-2021
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Deep Learning-based mitosis detection in breast cancer
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Michel Halmes
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09-02-2021
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Optimal subgroup selection
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09-02-2021
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Brief View and Analysis to Latest Android Security
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09-03-2021
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Is Machine Learning Ready for Traffic Engineering
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Guillermo Bernárdez
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08-31-2021
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Learning to Synthesize Programs as Interpretable and
Generalizable Policies
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Dweep Trivedi
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09-03-2021
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Ground-Assisted Federated Learning in LEO Satellite
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09-01-2021
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Physics-integrated hybrid framework for model form
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Shailesh Garg
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09-01-2021
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Spatially and Robustly Hybrid Mixture Regression Model
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09-01-2021
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R-SNN: An Analysis and Design Methodology for
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09-01-2021
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A Gradient Sampling Algorithm for Stratified Maps with
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Jacob Leygonie
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09-01-2021
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Under-bagging Nearest Neighbors for Imbalanced
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Hanyuan Hang
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09-01-2021
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ASVspoof 2021: accelerating progress in spoofed and
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Junichi Yamagishi
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09-01-2021
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The Minimax Complexity of Distributed Optimization
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09-01-2021
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ASVspoof 2021: Automatic Speaker Verification Spoofing
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08-31-2021
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InSeGAN: A Generative Approach to Segmenting Identical
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09-02-2021
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Cross-Model Consensus of Explanations and Beyond for
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08-31-2021
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A manifold learning perspective on representation
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09-02-2021
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09-02-2021
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SlowFast Rolling-Unrolling LSTMs for Action
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09-02-2021
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Computing Graph Descriptors on Edge Streams
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08-31-2021
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Look Whos Talking: Interpretable Machine Learning for
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08-31-2021
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Bubblewrap: Online tiling and real-time flow prediction
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09-03-2021
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LG4AV: Combining Language Models and Graph Neural
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09-02-2021
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A Synergetic Attack against Neural Network Classifiers
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09-01-2021
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Towards Improving Adversarial Training of NLP Models
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09-03-2021
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Segmentation of turbulent computational fluid dynamics
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09-02-2021
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Machine learning moment closure models for the
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Juntao Huang
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08-31-2021
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Medical SANSformers: Training self-supervised
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Yogesh Kumar
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09-02-2021
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Efficient Algorithms For Fair Clustering with a New
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Shivam Gupta
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09-03-2021
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Multi-agent Natural Actor-critic Reinforcement Learning
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09-01-2021
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Properly learning decision trees in almost polynomial
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09-01-2021
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Selecting Optimal Trace Clustering Pipelines with
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09-01-2021
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A Novel Multi-Centroid Template Matching Algorithm and
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Shibo Zhang
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09-01-2021
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Wasserstein GANs with Gradient Penalty Compute
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09-01-2021
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Dont Discard All the Biased Instances: Investigating a
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09-01-2021
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The Role of Explainability in Assuring Safety of
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09-01-2021
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Boosting Search Engines with Interactive Agents
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09-01-2021
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Physics-informed Neural Network for Nonlinear Dynamics
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Xiaotian Jiang
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09-02-2021
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MrSQM: Fast Time Series Classification with Symbolic
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08-31-2021
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FADE: FAir Double Ensemble Learning for Observable and
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09-01-2021
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Complexity Measures for Multi-objective Symbolic
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09-02-2021
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CrypTen: Secure Multi-Party Computation Meets Machine
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09-02-2021
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Learning Language-Conditioned Robot Behavior from
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09-02-2021
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Automatic Diagnosis of Schizophrenia using EEG Signals
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08-31-2021
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Towards Out-Of-Distribution Generalization: A Survey
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09-03-2021
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Semi-Implicit Neural Solver for Time-dependent Partial
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