Published: 2021-01-08

Articles

Efficient Retrieval of Matrix Factorization-Based Top-k Recommendations: A Survey of Recent Approaches

Dung D. Le, Hady Lauw

1441-1479

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Aggregation over Metric Spaces: Proposing and Voting in Elections, Budgeting, and Legislation

Laurent Bulteau, Gal Shahaf, Ehud Shapiro, Nimrod Talmon

1413-1439

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Confident Learning: Estimating Uncertainty in Dataset Labels

Curtis Northcutt, Lu Jiang, Isaac Chuang

1373-1411

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

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

1335-1371

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

Olivia J. Erdelyi, Gabor Erdelyi

1309-1334

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Weighted First-Order Model Counting in the Two-Variable Fragment With Counting Quantifiers

Ondrej Kuzelka

1281-1307

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Strategyproof Mechanisms for Additively Separable and Fractional Hedonic Games

Michele Flammini, Bojana Kodric, Gianpiero Monaco, Qiang Zhang

1253–1279

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Liquid Democracy: An Algorithmic Perspective

Anson Kahng, Simon Mackenzie, Ariel D. Procaccia

1223-1252

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Computational Complexity of Computing Symmetries in Finite-Domain Planning

Alexander Shleyfman, Peter Jonsson

1183-1221

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Lilotane: A Lifted SAT-based Approach to Hierarchical Planning

Dominik Schreiber

1117-1181

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Induction and Exploitation of Subgoal Automata for Reinforcement Learning

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

1031-1116

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The Societal Implications of Deep Reinforcement Learning

Jess Whittlestone, Kai Arulkumaran, Matthew Crosby

1003–1030

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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

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Safe Multi-Agent Pathfinding with Time Uncertainty

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

923–954

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On the Evolvability of Monotone Conjunctions with an Evolutionary Mutation Mechanism

Dimitrios Diochnos

891-921

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Taking Principles Seriously: A Hybrid Approach to Value Alignment in Artificial Intelligence

Tae Wan Kim, John Hooker, Thomas Donaldson

871-890

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A Sufficient Statistic for Influence in Structured Multiagent Environments

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

789-870

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Efficient Large-Scale Multi-Drone Delivery using Transit Networks

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

757-788

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Two-facility Location Games with Minimum Distance Requirement

Xinping Xu, Bo Li, Minming Li, Lingjie Duan

719-756

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Classifier Chains: A Review and Perspectives

Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank

683-718

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Regarding Goal Bounding and Jump Point Search

Yue Hu, Daniel Harabor, Long Qin, Quanjun Yin

631-681

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Generic Constraint-based Block Modeling using Constraint Programming

Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus

597-630

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On the Distortion Value of Elections with Abstention

Masoud Seddighin, Mohammad Latifian, Mohammad Ghodsi

567-595

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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

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General Value Function Networks

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

497-543

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On Super Strong ETH

Nikhil Vyas, Ryan Williams

473-495

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Benchmark and Survey of Automated Machine Learning Frameworks

Marc-André Zöller, Marco F. Huber

409-472

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Hybrid-order Network Consensus for Distributed Multi-agent Systems

Guangqiang Xie, Junyu Chen, Yang Li

389-407

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The Computational Complexity of Understanding Binary Classifier Decisions

Stephan Waeldchen, Jan Macdonald, Sascha Hauch, Gitta Kutyniok

351–387

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Efficient Multi-objective Reinforcement Learning via Multiple-gradient Descent with Iteratively Discovered Weight-Vector Sets

Yongcan Cao, Huixin Zhan

319-349

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A Survey on the Explainability of Supervised Machine Learning

Nadia Burkart, Marco F. Huber

245-317

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

Antonio Anastasio Bruto da Costa, Pallab Dasgupta

205-243

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

Christer Bäckström, Peter Jonsson, Sebastian Ordyniak

169-204

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

Meghna Lowalekar, Pradeep Varakantham, Patrick Jaillet

119-167

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Integrated Offline and Online Decision Making under Uncertainty

Allegra De Filippo, Michele Lombardi, Michela Milano

77-117

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Superintelligence Cannot be Contained: Lessons from Computability Theory

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

65-76

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On the Decomposition of Abstract Dialectical Frameworks and the Complexity of Naive-based Semantics

Sarah Alice Gaggl, Sebastian Rudolph, Hannes Straß

1-64

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