Volume 71, 2021
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods.

Aditya Mogadala Marimuthu Kalimuthu Dietrich Klakow

Socially Responsible AI Algorithms: Issues, Purposes, and Challenges.

Lu Cheng Kush R. Varshney Huan Liu

Probabilistic Temporal Networks with Ordinary Distributions: Theory, Robustness and Expected Utility.

Michael Saint-Guillain Tiago Vaquero Steve A. Chien Jagriti Agrawal Jordan R. Abrahams

Election Manipulation on Social Networks: Seeding, Edge Removal, Edge Addition.

Matteo Castiglioni Diodato Ferraioli Nicola Gatti Giulia Landriani

Bribery and Control in Stable Marriage.

Niclas Boehmer Robert Bredereck Klaus Heeger Rolf Niedermeier

Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies.

Roberto Capobianco Varun Kompella James Ault Guni Sharon Stacy Jong Spencer J. Fox Lauren Ancel Meyers Peter R. Wurman Peter Stone

Evaluating Strategic Structures in Multi-Agent Inverse Reinforcement Learning.

Justin Fu Andrea Tacchetti Julien Pérolat Yoram Bachrach

Set-to-Sequence Methods in Machine Learning: A Review.

Mateusz Jurewicz Leon Derczynski

Merge-and-Shrink: A Compositional Theory of Transformations of Factored Transition Systems.

Silvan Sievers Malte Helmert

Dimensional Inconsistency Measures and Postulates in Spatio-Temporal Databases.

John Grant Maria Vanina Martinez Cristian Molinaro Francesco Parisi

Goal Recognition for Deceptive Human Agents through Planning and Gaze.

Thao Le Ronal Singh Tim Miller

Improving the Effectiveness and Efficiency of Stochastic Neighbour Embedding with Isolation Kernel.

Ye Zhu Kai Ming Ting

Ethics and Governance of Artificial Intelligence: Evidence from a Survey of Machine Learning Researchers.

Baobao Zhang Markus Anderljung Lauren Kahn Noemi Dreksler Michael C. Horowitz Allan Dafoe

Conceptual Modeling of Explainable Recommender Systems: An Ontological Formalization to Guide Their Design and Development.

Marta Caro-Martínez Guillermo Jiménez-Díaz Juan A. Recio-García

Intelligence in Strategic Games.

Pavel Naumov Yuan Yuan

EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models.

Cédric Colas Boris P. Hejblum Sébastien Rouillon Rodolphe Thiébaut Pierre-Yves Oudeyer Clément Moulin-Frier Mélanie Prague

Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective.

Svetlana Kiritchenko Isar Nejadgholi Kathleen C. Fraser

Representative Committees of Peers.

Reshef Meir Fedor Sandomirskiy Moshe Tennenholtz

Multi-Document Summarization with Determinantal Point Process Attention.

Laura Perez-Beltrachini Mirella Lapata

A Tight Bound for Stochastic Submodular Cover.

Lisa Hellerstein Devorah Kletenik Srinivasan Parthasarathy

Playing Codenames with Language Graphs and Word Embeddings.

Divya Koyyalagunta Anna Sun Rachel Lea Draelos Cynthia Rudin

Declarative Algorithms and Complexity Results for Assumption-Based Argumentation.

Tuomo Lehtonen Johannes Peter Wallner Matti Järvisalo

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.

Jianxin Li Cheng Ji Hao Peng Yu He Yangqiu Song Xinmiao Zhang Fanzhang Peng

Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks.

Songül Tolan Annarosa Pesole Fernando Martínez-Plumed Enrique Fernández-Macías José Hernández-Orallo Emilia Gómez

Viewpoint: AI as Author - Bridging the Gap Between Machine Learning and Literary Theory.

Imke van Heerden Anil Bas

Welfare Guarantees in Schelling Segregation.

Martin Bullinger Warut Suksompong Alexandros A. Voudouris

Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation.

Aleksandra Burashnikova Yury Maximov Marianne Clausel Charlotte Laclau Franck Iutzeler Massih-Reza Amini

Efficient Local Search based on Dynamic Connectivity Maintenance for Minimum Connected Dominating Set.

Xindi Zhang Bohan Li Shaowei Cai Yiyuan Wang

Game Plan: What AI can do for Football, and What Football can do for AI.

Karl Tuyls Shayegan Omidshafiei Paul Muller Zhe Wang Jerome T. Connor Daniel Hennes Ian Graham William Spearman Tim Waskett Dafydd Steele Pauline Luc Adrià Recasens Alexandre Galashov Gregory Thornton Romuald Elie Pablo Sprechmann Pol Moreno Kris Cao Marta Garnelo Praneet Dutta Michal Valko Nicolas Heess Alex Bridgland Julien Pérolat Bart De Vylder S. M. Ali Eslami Mark Rowland Andrew Jaegle Rémi Munos Trevor Back Razia Ahamed Simon Bouton Nathalie Beauguerlange Jackson Broshear Thore Graepel Demis Hassabis

On the Cluster Admission Problem for Cloud Computing.

Ludwig Dierks Ian A. Kash Sven Seuken