12-11-2020
|
Feature Selection Based on Sparse Neural Network Layer
with Normalizing Constraints
by
Peter Bugata
et al
|
|
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12-10-2020
|
Recurrence of Optimum for Training Weight and
Activation Quantized Networks
by
Ziang Long
et al
|
|
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12-11-2020
|
Theory-guided hard constraint projection (HCP): a
knowledge-based data-driven scientific machine learning
method
by
Yuntian Chen
et al
|
|
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12-11-2020
|
RENATA: REpreseNtation And Training Alteration for Bias
Mitigation
by
William Paul
et al
|
|
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12-08-2020
|
ODFNet: Using orientation distribution functions to
characterize 3D point clouds
by
Yusuf H. Sahin
et al
|
|
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12-10-2020
|
DSRNA: Differentiable Search of Robust Neural
Architectures
by
Ramtin Hosseini
et al
|
|
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12-10-2020
|
Denoising-based Turbo Message Passing for Compressed
Video Background Subtraction
by
Zhipeng Xue
et al
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12-10-2020
|
Learn what you cant learn: Regularized Ensembles for
Transductive Out-of-distribution Detection
by
Alexandru Ţifrea
et al
|
|
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12-10-2020
|
3D Scattering Tomography by Deep Learning with
Architecture Tailored to Cloud Fields
by
Yael Sde-Chen
et al
|
|
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12-10-2020
|
Blending MPC & Value Function Approximation for
Efficient Reinforcement Learning
by
Mohak Bhardwaj
et al
|
|
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12-08-2020
|
Provable Defense against Privacy Leakage in Federated
Learning from Representation Perspective
by
Jingwei Sun
et al
|
|
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12-09-2020
|
Data-Driven Intersection Management Solutions for Mixed
Traffic of Human-Driven and Connected and Automated
Vehicles
by
Masoud Bashiri
|
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12-11-2020
|
Cyclic orthogonal convolutions for long-range
integration of features
by
Federica Freddi
et al
|
|
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12-09-2020
|
Modeling Disease Progression Trajectories from
Longitudinal Observational Data
by
Bum Chul Kwon
et al
|
|
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12-10-2020
|
Adaptive Submodular Meta-Learning
by
Shaojie Tang
et al
|
|
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12-09-2020
|
LSTM recurrent neural network assisted aircraft stall
prediction for enhanced situational awareness
by
Tahsin Sejat Saniat
et al
|
|
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12-09-2020
|
Inference of Stochastic Dynamical Systems from
Cross-Sectional Population Data
by
Anastasios Tsourtis
et al
|
|
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12-09-2020
|
Disentangling Derivatives, Uncertainty and Error in
Gaussian Process Models
by
Juan Emmanuel Johnson
et al
|
|
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12-09-2020
|
Federated Learning in Unreliable and
Resource-Constrained Cellular Wireless Networks
by
Mohammad Salehi
et al
|
|
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12-10-2020
|
SE-ECGNet: A Multi-scale Deep Residual Network with
Squeeze-and-Excitation Module for ECG Signal
Classification
by
Haozhen Zhang
et al
|
|
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12-09-2020
|
Consistent regression of biophysical parameters with
kernel methods
by
Emiliano Díaz
et al
|
|
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12-09-2020
|
On the emergence of tetrahedral symmetry in the final
and penultimate layers of neural network classifiers
by
Weinan E
et al
|
|
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12-10-2020
|
Data-Efficient Framework for Real-world Multiple Sound
Source 2D Localization
by
Guillaume Le Moing
et al
|
|
|
|
12-09-2020
|
Implicit Regularization in ReLU Networks with the
Square Loss
by
Ohad Shamir
et al
|
|
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|
12-10-2020
|
Automatic Micro-sleep Detection under Car-driving
Simulation Environment using Night-sleep EEG
by
Young-Seok Kweon
et al
|
|
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12-09-2020
|
DeepTalk: Vocal Style Encoding for Speaker Recognition
and Speech Synthesis
by
Anurag Chowdhury
et al
|
|
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12-11-2020
|
OPAC: Opportunistic Actor-Critic
by
Srinjoy Roy
et al
|
|
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12-10-2020
|
Deep-CR MTLR: a Multi-Modal Approach for Cancer
Survival Prediction with Competing Risks
by
Sejin Kim
et al
|
|
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12-11-2020
|
AdvantageNAS: Efficient Neural Architecture Search with
Credit Assignment
by
Rei Sato
et al
|
|
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|
12-08-2020
|
Classical symmetries and QAOA
by
Ruslan Shaydulin
et al
|
|
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12-08-2020
|
EvaLDA: Efficient Evasion Attacks Towards Latent
Dirichlet Allocation
by
Qi Zhou
et al
|
|
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12-10-2020
|
Learning Graphons via Structured Gromov-Wasserstein
Barycenters
by
Hongteng Xu
et al
|
|
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12-10-2020
|
Asymptotic study of stochastic adaptive algorithm in
non-convex landscape
by
Sébastien Gadat
et al
|
|
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12-11-2020
|
Context Matters: Graph-based Self-supervised
Representation Learning for Medical Images
by
Li Sun
et al
|
|
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12-10-2020
|
A Probabilistic Graphical Model Foundation for Enabling
Predictive Digital Twins at Scale
by
Michael G. Kapteyn
et al
|
|
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12-10-2020
|
Deep Learning Approach for Matrix Completion Using
Manifold Learning
by
Saeid Mehrdad
et al
|
|
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12-09-2020
|
Transfer Learning for Efficient Iterative Safety
Validation
by
Anthony Corso
et al
|
|
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12-11-2020
|
Self-Growing Spatial Graph Network for Context-Aware
Pedestrian Trajectory Prediction
by
Sirin Haddad
et al
|
|
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12-08-2020
|
Joint Entity and Relation Canonicalization in Open
Knowledge Graphs using Variational Autoencoders
by
Sarthak Dash
et al
|
|
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12-09-2020
|
Optimising cost vs accuracy of decentralised analytics
in fog computing environments
by
Lorenzo Valerio
et al
|
|
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12-11-2020
|
Random Projections for Adversarial Attack Detection
by
Nathan Drenkow
et al
|
|
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12-10-2020
|
Machine learning for nocturnal diagnosis of chronic
obstructive pulmonary disease using digital oximetry
biomarkers
by
Jeremy Levy
et al
|
|
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12-10-2020
|
Privacy-preserving medical image analysis
by
Alexander Ziller
et al
|
|
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12-08-2020
|
Accurate and Fast Federated Learning via IID and
Communication-Aware Grouping
by
Jin-woo Lee
et al
|
|
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|
12-11-2020
|
Beyond Occams Razor in System Identification:
Double-Descent when Modeling Dynamics
by
Antônio H. Ribeiro
et al
|
|
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|
12-09-2020
|
Improving Knowledge Tracing via Pre-training Question
Embeddings
by
Yunfei Liu
et al
|
|
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|
12-11-2020
|
Exploiting Behavioral Consistence for Universal User
Representation
by
Jie Gu
et al
|
|
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12-10-2020
|
A Study of Condition Numbers for First-Order
Optimization
by
Charles Guille-Escuret
et al
|
|
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12-10-2020
|
Appliance-Level Monitoring with Micro-Moment Smart
Plugs
by
Abdullah Alsalemi
et al
|
|
|
|
12-08-2020
|
Graph-Based Generative Representation Learning of
Semantically and Behaviorally Augmented Floorplans
by
Vahid Azizi
et al
|
|
|
|
12-11-2020
|
Closeness and Uncertainty Aware Adversarial Examples
Detection in Adversarial Machine Learning
by
Omer Faruk Tuna
et al
|
|
|
|
12-08-2020
|
A Statistical Test for Probabilistic Fairness
by
Bahar Taskesen
et al
|
|
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|
12-09-2020
|
Anomaly Detection in Time Series with Triadic Motif
Fields and Application in Atrial Fibrillation ECG
Classification
by
Yadong Zhang
et al
|
|
|
|
12-09-2020
|
Bad-Data Sequence Detection for Power System State
Estimation via ICA-GAN
by
Kursat Rasim Mestav
et al
|
|
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|
12-10-2020
|
Robustness and Transferability of Universal Attacks on
Compressed Models
by
Alberto G. Matachana
et al
|
|
|
|
12-11-2020
|
Acoustic Leak Detection in Water Networks
by
Robert Müller
et al
|
|
|
|
12-10-2020
|
DONE: Distributed Newton-type Method for Federated Edge
Learning
by
Canh T. Dinh
et al
|
|
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|
12-10-2020
|
Thompson Sampling for CVaR Bandits
by
Dorian Baudry
et al
|
|
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12-10-2020
|
Analysis and Optimal Edge Assignment For Hierarchical
Federated Learning on Non-IID Data
by
Naram Mhaisen
et al
|
|
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|
12-10-2020
|
HpGAN: Sequence Search with Generative Adversarial
Networks
by
Mingxing Zhang
et al
|
|
|
|
12-10-2020
|
A Review of Hidden Markov Models and Recurrent Neural
Networks for Event Detection and Localization in
Biomedical Signals
by
Yassin Khalifa
et al
|
|
|
|
12-10-2020
|
Adversarial Linear Contextual Bandits with
Graph-Structured Side Observations
by
Lingda Wang
et al
|
|
|
|
12-11-2020
|
Dependency Decomposition and a Reject Option for
Explainable Models
by
Jan Kronenberger
et al
|
|
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12-10-2020
|
DA-HGT: Domain Adaptive Heterogeneous Graph Transformer
by
Tiancheng Huang
et al
|
|
|
|
12-11-2020
|
AIforCOVID: predicting the clinical outcomes in
patients with COVID-19 applying AI to chest-X-rays. An
Italian multicentre study
by
Paolo Soda
et al
|
|
|
|
12-11-2020
|
EarthNet2021: A novel large-scale dataset and challenge
for forecasting localized climate impacts
by
Christian Requena-Mesa
et al
|
|
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|
12-10-2020
|
Beyond Class-Conditional Assumption: A Primary Attempt
to Combat Instance-Dependent Label Noise
by
Pengfei Chen
et al
|
|
|
|
12-08-2020
|
Recent Advances in Computer Audition for Diagnosing
COVID-19: An Overview
by
Kun Qian
et al
|
|
|
|
12-08-2020
|
Predicting seasonal influenza using supermarket retail
records
by
Ioanna Miliou
et al
|
|
|
|
12-11-2020
|
Sublinear classical and quantum algorithms for general
matrix games
by
Tongyang Li
et al
|
|
|
|
12-08-2020
|
A Data-Driven Analytical Framework of Estimating
Multimodal Travel Demand Patterns using Mobile Device
Location Data
by
Chenfeng Xiong
et al
|
|
|
|
12-11-2020
|
OpenHoldem: An Open Toolkit for Large-Scale
Imperfect-Information Game Research
by
Kai Li
et al
|
|
|
|
12-11-2020
|
Glucose values prediction five years ahead with a new
framework of missing responses in reproducing kernel
Hilbert spaces, and the use of continuous glucose
monitoring technology
by
Marcos Matabuena
et al
|
|
|
|
12-11-2020
|
Online Coresets for Clustering with Bregman Divergences
by
Rachit Chhaya
et al
|
|
|
|
12-10-2020
|
Certifying Incremental Quadratic Constraints for Neural
Networks
by
Navid Hashemi
et al
|
|
|
|
12-09-2020
|
Binding and Perspective Taking as Inference in a
Generative Neural Network Model
by
Mahdi Sadeghi
et al
|
|
|
|
12-09-2020
|
Entropy Maximization and Meta Classification for
Out-Of-Distribution Detection in Semantic Segmentation
by
Robin Chan
et al
|
|
|
|
12-10-2020
|
Interactive Weak Supervision: Learning Useful
Heuristics for Data Labeling
by
Benedikt Boecking
et al
|
|
|
|
12-11-2020
|
An AI-Assisted Design Method for Topology Optimization
Without Pre-Optimized Training Data
by
Alex Halle
et al
|
|
|
|
12-11-2020
|
Analysis of Feature Representations for Anomalous Sound
Detection
by
Robert Müller
et al
|
|
|
|
12-09-2020
|
Distributed Training of Graph Convolutional Networks
using Subgraph Approximation
by
Alexandra Angerd
et al
|
|
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|
12-11-2020
|
Learning physically consistent mathematical models from
data using group sparsity
by
Suryanarayana Maddu
et al
|
|
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|
12-09-2020
|
exploRNN: Understanding Recurrent Neural Networks
through Visual Exploration
by
Alex Bäuerle
et al
|
|
|
|
12-08-2020
|
Emergence of Different Modes of Tool Use in a Reaching
and Dragging Task
by
Khuong Nguyen
et al
|
|
|
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12-10-2020
|
An IoT Framework for Heart Disease Prediction based on
MDCNN Classifier
by
Mohammad Ayoub Khan
|
|
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|
12-08-2020
|
On 1/n neural representation and robustness
by
Josue Nassar
et al
|
|
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12-11-2020
|
Structured Policy Representation: Imposing Stability in
arbitrarily conditioned dynamic systems
by
Julen Urain
et al
|
|
|
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12-11-2020
|
Prediction of Hemolysis Tendency of Peptides using a
Reliable Evaluation Method
by
Ali Raza
et al
|
|
|
|
12-11-2020
|
Unsupervised Learning of slow features for Data
Efficient Regression
by
Oliver Struckmeier
et al
|
|
|
|
12-11-2020
|
A New Neural Network Architecture Invariant to the
Action of Symmetry Subgroups
by
Piotr Kicki
et al
|
|
|
|
12-11-2020
|
Query Understanding for Natural Language Enterprise
Search
by
Francisco Borges
et al
|
|
|
|
12-10-2020
|
Overcoming Catastrophic Forgetting in Graph Neural
Networks
by
Huihui Liu
et al
|
|
|
|
12-10-2020
|
Exploring Deep Neural Networks and Transfer Learning
for Analyzing Emotions in Tweets
by
Yasas Senarath
et al
|
|
|
|
12-11-2020
|
ADD: Augmented Disentanglement Distillation Framework
for Improving Stock Trend Forecasting
by
Hongshun Tang
et al
|
|
|
|
12-10-2020
|
CommPOOL: An Interpretable Graph Pooling Framework for
Hierarchical Graph Representation Learning
by
Haoteng Tang
et al
|
|
|
|
12-09-2020
|
Deep Reinforcement Learning for Long Term Hydropower
Production Scheduling
by
Signe Riemer-Sorensen
et al
|
|
|
|
12-10-2020
|
Improving healthcare access management by predicting
patient no-show behaviour
by
David Barrera Ferro
et al
|
|
|
|
12-09-2020
|
The Representation Power of Neural Networks: Breaking
the Curse of Dimensionality
by
Moise Blanchard
et al
|
|
|
|
12-10-2020
|
Analyzing the Performance of Smart Industry 4.0
Applications on Cloud Computing Systems
by
Razin Farhan Hussain
et al
|
|
|
|
12-11-2020
|
A Topic Coverage Approach to Evaluation of Topic Models
by
Damir Korenčić
et al
|
|
|
|
12-09-2020
|
Contrastive Predictive Coding for Human Activity
Recognition
by
Harish Haresamudram
et al
|
|
|
|
12-10-2020
|
Urban Space Insights Extraction using Acoustic
Histogram Information
by
Nipun Wijerathne
et al
|
|
|
|
12-11-2020
|
Reinforced Multi-Teacher Selection for Knowledge
Distillation
by
Fei Yuan
et al
|
|
|
|
12-09-2020
|
KNN Classification with One-step Computation
by
Shichao Zhang
et al
|
|
|
|
12-11-2020
|
Comparison of Anomaly Detectors: Context Matters
by
Vít Škvára
et al
|
|
|
|
12-10-2020
|
An algorithm for onset detection of linguistic segments
in continuous electroencephalogram signals
by
Tonatiuh Hernández-Del-Toro
et al
|
|
|
|
12-11-2020
|
Structured learning of rigid-body dynamics: A survey
and unified view
by
A. René Geist
et al
|
|
|
|
12-09-2020
|
A Custom 7nm CMOS Standard Cell Library for
Implementing TNN-based Neuromorphic Processors
by
Harideep Nair
et al
|
|
|
|
12-08-2020
|
Automatic Registration and Convex Clustering of Time
Series
by
Michael Weylandt
et al
|
|
|
|
12-11-2020
|
Differential Evolution for Neural Architecture Search
by
Noor Awad
et al
|
|
|
|
12-11-2020
|
The Implicit Bias for Adaptive Optimization Algorithms
on Homogeneous Neural Networks
by
Bohan Wang
et al
|
|
|
|
12-11-2020
|
Data Appraisal Without Data Sharing
by
Mimee Xu
et al
|
|
|
|
12-11-2020
|
When is Memorization of Irrelevant Training Data
Necessary for High-Accuracy Learning?
by
Gavin Brown
et al
|
|
|
|
12-11-2020
|
String Tightening as a Self-Organizing Phenomenon:
Computation of Shortest Homotopic Path, Smooth Path,
and Convex Hull
by
Bonny Banerjee
|
|
|
|
12-10-2020
|
I-GCN: Robust Graph Convolutional Network via Influence
Mechanism
by
Haoxi Zhan
et al
|
|
|
|
12-11-2020
|
Gap Filling of Biophysical Parameter Time Series with
Multi-Output Gaussian Processes
by
Anna Mateo-Sanchis
et al
|
|
|
|
12-10-2020
|
xRAI: Explainable Representations through AI
by
Christiann Bartelt
et al
|
|
|
|
12-10-2020
|
A Simplistic Machine Learning Approach to Contact
Tracing
by
Carlos Gómez
et al
|
|
|
|
12-10-2020
|
Convex Potential Flows: Universal Probability
Distributions with Optimal Transport and Convex
Optimization
by
Chin-Wei Huang
et al
|
|
|
|
12-11-2020
|
Hard-ODT: Hardware-Friendly Online Decision Tree
Learning Algorithm and System
by
Zhe Lin
et al
|
|
|
|
12-10-2020
|
Clustering multivariate functional data using
unsupervised binary trees
by
Golovkine Steven
et al
|
|
|
|
12-09-2020
|
Spatial noise-aware temperature retrieval from infrared
sounder data
by
David Malmgren-Hansen
et al
|
|
|
|
12-11-2020
|
ππ-ROAD: a Learn-as-You-Go Framework for On-Demand
Emergency Slices in V2X Scenarios
by
Armin Okic
et al
|
|
|
|
12-09-2020
|
Electric Vehicle Battery Remaining Charging Time
Estimation Considering Charging Accuracy and Charging
Profile Prediction
by
Junzhe Shi
et al
|
|
|
|
12-10-2020
|
Cost-to-Go Function Generating Networks for High
Dimensional Motion Planning
by
Jinwook Huh
et al
|
|
|
|
12-08-2020
|
Application of a novel machine learning based
optimization algorithm (ActivO) for accelerating
simulation-driven engine design
by
Opeoluwa Owoyele
et al
|
|
|
|
12-09-2020
|
Detection of Adversarial Supports in Few-shot
Classifiers Using Feature Preserving Autoencoders and
Self-Similarity
by
Yi Xiang Marcus Tan
et al
|
|
|
|
12-08-2020
|
A Real-Time Whole Page Personalization Framework for
E-Commerce
by
Aditya Mantha
et al
|
|
|
|
12-10-2020
|
Smooth Bandit Optimization: Generalization to H\older
Space
by
Yusha Liu
et al
|
|
|
|
12-08-2020
|
Variational Nonlinear System Identification
by
Jarrad Courts
et al
|
|
|
|
12-09-2020
|
Solving Inverse Problems for Spectral Energy
Distributions with Deep Generative Networks
by
Agapi Rissaki
et al
|
|
|
|
12-09-2020
|
Distant Domain Transfer Learning for Medical Imaging
by
Shuteng Niu
et al
|
|
|
|
12-10-2020
|
Performance-Weighed Policy Sampling for
Meta-Reinforcement Learning
by
Ibrahim Ahmed
et al
|
|
|
|
12-08-2020
|
Methodology for Mining, Discovering and Analyzing
Semantic Human Mobility Behaviors
by
Clement Moreau
et al
|
|
|
|
12-08-2020
|
Simultaneous Grouping and Denoising via Sparse Convex
Wavelet Clustering
by
Michael Weylandt
et al
|
|
|
|
12-10-2020
|
Pair-view Unsupervised Graph Representation Learning
by
You Li
et al
|
|
|
|
12-08-2020
|
STELAR: Spatio-temporal Tensor Factorization with
Latent Epidemiological Regularization
by
Nikos Kargas
et al
|
|
|
|
12-09-2020
|
Data-driven Method for Estimating Aircraft Mass from
Quick Access Recorder using Aircraft Dynamics and
Multilayer Perceptron Neural Network
by
Xinyu He
et al
|
|
|
|
12-10-2020
|
Deep Neural Networks Are Effective At Learning
High-Dimensional Hilbert-Valued Functions From Limited
Data
by
Ben Adcock
et al
|
|
|
|
12-10-2020
|
Generative Learning With Euler Particle Transport
by
Yuan Gao
et al
|
|
|
|
12-10-2020
|
Ensemble of Discriminators for Domain Adaptation in
Multiple Sound Source 2D Localization
by
Guillaume Le Moing
et al
|
|
|
|