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21007
papertalks found
18/07/2021
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
Nezihe Merve Gürel
,
Xiangyu Qi
,
Luka Rimanic
and
Ce Zhang
,
Bo Li
Keywords
Abstract
Paper
Algorithms
,
Adversarial Examples
5:46
06/12/2021
Double Machine Learning Density Estimation for Local Treatment Effects with Instruments
Yonghan Jung
,
Jin Tian
,
Elias Bareinboim
Keywords
Abstract
Paper
machine learning
,
causality
14:24
02/02/2021
Reinforcement Learning-based Product Delivery Frequency Control
Yang Liu
,
Zhengxing Chen
,
Kittipat Virochsiri
and
Juan Wang
,
Jiahao Wu
,
Feng Liang
Keywords
Abstract
Paper
18:34
19/08/2021
State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed Bandits
Shuang Wu
,
Jingyu Zhao
,
Guangjian Tian
,
Jun Wang
Keywords
Abstract
Paper
Agent-based and Multi-agent Systems
,
Multi-agent Planning
,
Resource Allocation
,
Planning and Scheduling
,
Markov Decisions Processes
14:56
06/12/2020
Detection as Regression: Certified Object Detection with Median Smoothing
Ping-yeh Chiang
,
Michael Curry
,
Ahmed Abdelkader
and
Aounon Kumar
,
John Dickerson
,
Tom Goldstein
Keywords
Abstract
Paper
Applications -> Robotics; Neuroscience and Cognitive Science -> Perception
,
Algorithms -> Unsupervised Learning
3:20
18/07/2021
Provably Correct Optimization and Exploration with Non-linear Policies
Fei Feng
,
Wotao Yin
,
Alekh Agarwal
,
Lin Yang
Keywords
Abstract
Paper
Deep Learning
,
Adversarial Networks
,
Applications
,
Fairness
,
Accountability
,
and Transparency
,
Theory
,
RL
,
Decisions and Control Theory
5:03
06/12/2020
Polynomial-Time Computation of Optimal Correlated Equilibria in Two-Player Extensive-Form Games with Public Chance Moves and Beyond
Gabriele Farina
,
Tuomas Sandholm
Keywords
Abstract
Paper
3:08
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