Published: 2021-01-08

Confident Learning: Estimating Uncertainty in Dataset Labels

Curtis Northcutt, Lu Jiang, Isaac Chuang

1373-1411

Instance-Level Update in DL-Lite Ontologies through First-Order Rewriting

Giuseppe De Giacomo, Xavier Oriol, Riccardo Rosati, Domenico Fabio Savo

1335-1371

The AI Liability Puzzle and A Fund-Based Work-Around

Olivia J. Erdelyi, Gabor Erdelyi

1309-1334

Strategyproof Mechanisms for Additively Separable and Fractional Hedonic Games

Michele Flammini, Bojana Kodric, Gianpiero Monaco, Qiang Zhang

1253–1279

Liquid Democracy: An Algorithmic Perspective

Anson Kahng, Simon Mackenzie, Ariel D. Procaccia

1223-1252

Induction and Exploitation of Subgoal Automata for Reinforcement Learning

Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

1031-1116

The Societal Implications of Deep Reinforcement Learning

Jess Whittlestone, Kai Arulkumaran, Matthew Crosby

1003–1030

Constrained Multiagent Markov Decision Processes: a Taxonomy of Problems and Algorithms

Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt, Matthijs T. J. Spaan

955-1001

Safe Multi-Agent Pathfinding with Time Uncertainty

Tomer Shahar, Shashank Shekhar, Dor Atzmon, Abdallah Saffidine, Brendan Juba, Roni Stern

923–954

A Sufficient Statistic for Influence in Structured Multiagent Environments

Frans A. Oliehoek, Stefan Witwicki, Leslie P. Kaelbling

789-870

Efficient Large-Scale Multi-Drone Delivery using Transit Networks

Shushman Choudhury, Kiril Solovey, Mykel J. Kochenderfer, Marco Pavone

757-788

Two-facility Location Games with Minimum Distance Requirement

Xinping Xu, Bo Li, Minming Li, Lingjie Duan

719-756

Classifier Chains: A Review and Perspectives

Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank

683-718

Regarding Goal Bounding and Jump Point Search

Yue Hu, Daniel Harabor, Long Qin, Quanjun Yin

631-681

Generic Constraint-based Block Modeling using Constraint Programming

Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

597-630

On the Distortion Value of Elections with Abstention

Masoud Seddighin, Mohammad Latifian, Mohammad Ghodsi

567-595

An External Knowledge Enhanced Graph-based Neural Network for Sentence Ordering

Yongjing Yin, Shaopeng Lai, Linfeng Song, Chulun Zhou, Xianpei Han, Junfeng Yao, Jinsong Su

545-566

General Value Function Networks

Matthew Schlegel, Andrew Jacobsen, Zaheer Abbas, Andrew Patterson, Adam White, Martha White

497-543

On Super Strong ETH

Nikhil Vyas, Ryan Williams

473-495

The Computational Complexity of Understanding Binary Classifier Decisions

Stephan Waeldchen, Jan Macdonald, Sascha Hauch, Gitta Kutyniok

351–387

Learning Temporal Causal Sequence Relationships from Real-Time Time-Series

Antonio Anastasio Bruto da Costa, Pallab Dasgupta

205-243

Cost-optimal Planning, Delete Relaxation, Approximability, and Heuristics

Christer Bäckström, Peter Jonsson, Sebastian Ordyniak

169-204

Zone pAth Construction (ZAC) based Approaches for Effective Real-Time Ridesharing

Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet

119-167

Integrated Offline and Online Decision Making under Uncertainty

Allegra De Filippo, Michele Lombardi, Michela Milano

77-117

Superintelligence Cannot be Contained: Lessons from Computability Theory

Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta, Lorenzo Coviello, Andrés Abeliuk, Iyad Rahwan

65-76