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272 Results
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Exploring Human-AI Collaboration for Fair Algorithmic Hiring Hyun Joo Shin · Anqi Liu |
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Human-Centered Algorithmic Decision-Making in Higher Education Kelly McConvey · Anastasia Kuzminykh · Shion Guha |
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The Challenges and Opportunities in Overcoming Algorithm Aversion in Human-AI Collaboration Lingwei Cheng · Alexandra Chouldechova |
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Implicit Offline Reinforcement Learning via Supervised Learning Alexandre Piche · Rafael Pardinas · David Vazquez · Igor Mordatch · Igor Mordatch · Chris Pal |
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TiAda: A Time-scale Adaptive Algorithm For Nonconvex Minimax Optimization Xiang Li · Junchi YANG · Niao He |
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A Novel Stochastic Gradient Descent Algorithm for LearningPrincipal Subspaces Charline Le Lan · Joshua Greaves · Jesse Farebrother · Mark Rowland · Fabian Pedregosa · Rishabh Agarwal · Marc Bellemare |
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Out-of-Distribution Generalization in Algorithmic Reasoning Through Curriculum Learning Andrew Nam · Mustafa Abdool · Trevor Maxfield · James McClelland |
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In-context Reinforcement Learning with Algorithm Distillation Michael Laskin · Luyu Wang · Junhyuk Oh · Emilio Parisotto · Stephen Spencer · Richie Steigerwald · DJ Strouse · Steven Hansen · Angelos Filos · Ethan Brooks · Maxime Gazeau · Himanshu Sahni · Satinder Singh · Volodymyr Mnih |
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A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift Defu Cao · Yousef El-Laham · Loc Trinh · Svitlana Vyetrenko · Yan Liu |
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A Unified Framework for Comparing Learning Algorithms Harshay Shah · Sung Min Park · Andrew Ilyas · Aleksander Madry |
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Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation Soysal Degirmenci · Christopher S Jones |
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On the Impact of Adversarially Robust Models on Algorithmic Recourse Satyapriya Krishna · Chirag Agarwal · Himabindu Lakkaraju |