Search

Search Results

• Decentralized Multi-Agent Linear Bandits with Safety Constraints

  Sanae Amani, Christos Thrampoulidis

  6627-6635

  2021-05-18

• Computing an Efficient Exploration Basis for Learning with Univariate Polynomial Features

  Chaitanya Amballa, Manu K. Gupta, Sanjay P. Bhat

  6636-6643

  2021-05-18

• Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning

  Elad Amrani, Rami Ben-Ari, Daniel Rotman, Alex Bronstein

  6644-6652

  2021-05-18

• An Enhanced Advising Model in Teacher-Student Framework using State Categorization

  Daksh Anand, Vaibhav Gupta, Praveen Paruchuri, Balaraman Ravindran

  6653-6660

  2021-05-18

• On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory

  Alexandre Araujo, Benjamin Negrevergne, Yann Chevaleyre, Jamal Atif

  6661-6669

  2021-05-18

• The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits

  Marcelo Arenas, Pablo Barceló, Leopoldo Bertossi, Mikaël Monet

  6670-6678

  2021-05-18

• TabNet: Attentive Interpretable Tabular Learning

  Sercan Ö. Arik, Tomas Pfister

  6679-6687

  2021-05-18

• Robust Model Compression Using Deep Hypotheses

  Omri Armstrong, Ran Gilad-Bachrach

  6688-6695

  2021-05-18

• Deep Radial-Basis Value Functions for Continuous Control

  Kavosh Asadi, Neev Parikh, Ronald E. Parr, George D. Konidaris, Michael L. Littman

  6696-6704

  2021-05-18

• DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation

  Haoyue Bai, Rui Sun, Lanqing Hong, Fengwei Zhou, Nanyang Ye, Han-Jia Ye, S.-H. Gary Chan, Zhenguo Li

  6705-6713

  2021-05-18

• Correlative Channel-Aware Fusion for Multi-View Time Series Classification

  Yue Bai, Lichen Wang, Zhiqiang Tao, Sheng Li, Yun Fu

  6714-6722

  2021-05-18

• Deterministic Mini-batch Sequencing for Training Deep Neural Networks

  Subhankar Banerjee, Shayok Chakraborty

  6723-6731

  2021-05-18

• Relative Variational Intrinsic Control

  Kate Baumli, David Warde-Farley, Steven Hansen, Volodymyr Mnih

  6732-6740

  2021-05-18

• A Theory of Independent Mechanisms for Extrapolation in Generative Models

  Michel Besserve, Remy Sun, Dominik Janzing, Bernhard Schölkopf

  6741-6749

  2021-05-18

• ExGAN: Adversarial Generation of Extreme Samples

  Siddharth Bhatia, Arjit Jain, Bryan Hooi

  6750-6758

  2021-05-18

• Ordinal Historical Dependence in Graphical Event Models with Tree Representations

  Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian

  6759-6767

  2021-05-18

• Characterizing the Loss Landscape in Non-Negative Matrix Factorization

  Johan Bjorck, Anmol Kabra, Kilian Q. Weinberger, Carla Gomes

  6768-6776

  2021-05-18

• Understanding Decoupled and Early Weight Decay

  Johan Bjorck, Kilian Q. Weinberger, Carla Gomes

  6777-6785

  2021-05-18

• Communication-Aware Collaborative Learning

  Avrim Blum, Shelby Heinecke, Lev Reyzin

  6786-6793

  2021-05-18

• Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks

  Yoonho Boo, Sungho Shin, Jungwook Choi, Wonyong Sung

  6794-6802

  2021-05-18

• Fast Training of Provably Robust Neural Networks by SingleProp

  Akhilan Boopathy, Lily Weng, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Luca Daniel

  6803-6811

  2021-05-18

• Sample-Specific Output Constraints for Neural Networks

  Mathis Brosowsky, Florian Keck, Olaf Dünkel, Marius Zöllner

  6812-6821

  2021-05-18

• Fairness, Semi-Supervised Learning, and More: A General Framework for Clustering with Stochastic Pairwise Constraints

  Brian Brubach, Darshan Chakrabarti, John P. Dickerson, Aravind Srinivasan, Leonidas Tsepenekas

  6822-6830

  2021-05-18

• Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness

  Anh Tuan Bui, Trung Le, He Zhao, Paul Montague, Olivier deVel, Tamas Abraham, Dinh Phung

  6831-6839

  2021-05-18

• Cascade Size Distributions: Why They Matter and How to Compute Them Efficiently

  Rebekka Burkholz, John Quackenbush

  6840-6849

  2021-05-18