JAIR

Does CLIP Know My Face?

Dominik Hintersdorf, Lukas Struppek, Manuel Brack, Felix Friedrich, Patrick Schramowski, Kristian Kersting

Comments Published in the Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research (JAIR), Vol. 80 (2024)

Simulating counterfactuals

Juha Karvanen, Santtu Tikka, Matti Vihola

Journal ref Journal of Artificial Intelligence Research 80, 835-857, 2024

Computing unsatisfiable cores for LTLf specifications

Marco Roveri, Claudio Di Ciccio, Chiara Di Francescomarino, Chiara Ghidini

Journal ref Journal of Artificial Intelligence Research, 80 (2024) 517-558

Robustness of Structured Data Extraction from In-plane Rotated Documents using Multi-Modal Large Language Models (LLM)

Anjanava Biswas, Wrick Talukdar

Comments 20 pages, 6 figures

Journal ref Journal of Artificial Intelligence Research: Vol. 4 (2024): No. 1, 176-195

On the Trade-off between Redundancy and Local Coherence in Summarization

Ronald Cardenas, Matthias Galle, Shay B. Cohen

Comments Accepted to JAIR

Journal ref Journal of Artificial Intelligence Research, 80, 273-326 (2024)

The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations

Vinitra Swamy, Jibril Frej, Tanja Käser

Comments Viewpoint paper, under review at JAIR

Effectiveness of Tree-based Ensembles for Anomaly Discovery: Insights, Batch and Streaming Active Learning

Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa

Comments Accepted for Publication in Journal of Artificial Intelligence Research. 46 pages; code is available at https://github.com/shubhomoydas/ad_examples. arXiv admin note: substantial text overlap with arXiv:1809.06477

Journal ref Journal of Artificial Intelligence Research 80 (2024) 127-172

Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks

Resmi Ramachandranpillai, Md Fahim Sikder, David Bergström, Fredrik Heintz

Journal ref Journal of Artificial Intelligence Research, vol. 79, Apr. 2024, 1313-41

Structure in Deep Reinforcement Learning: A Survey and Open Problems

Aditya Mohan, Amy Zhang, Marius Lindauer

Comments Published at the Journal of Artificial Intelligence Research, Volume 79, Pages 1167-1236

Detecting Change Intervals with Isolation Distributional Kernel

Yang Cao, Ye Zhu, Kai Ming Ting, Flora D. Salim, Hong Xian Li, Luxing Yang, Gang Li

Journal ref Journal of Artificial Intelligence Research, 2024, 79: 273-306

Goal Recognition via Linear Programming

Felipe Meneguzzi, Luísa R. de A. Santos, Ramon Fraga Pereira, André G. Pereira

Comments Submitted to JAIR April 2024

An algorithm with improved complexity for pebble motion/multi-agent path finding on trees

Stefano Ardizzoni, Irene Saccani, Luca Consolini, Marco Locatelli, Bernhard Nebel

Journal ref Journal of Artificial Intelligence Research 79, 483--514, 2024

Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach

Daniele Meli, Alberto Castellini, Alessandro Farinelli

Journal ref Journal of Artificial Intelligence Research, volume 79 (2024), pp. 725-776

Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML

Hilde Weerts, Florian Pfisterer, Matthias Feurer, Katharina Eggensperger, Edward Bergman, Noor Awad, Joaquin Vanschoren, Mykola Pechenizkiy, Bernd Bischl, Frank Hutter

Journal ref Journal of Artificial Intelligence Research 79 (2024) 639-677

Practical and Parallelizable Algorithms for Non-Monotone Submodular Maximization with Size Constraint

Yixin Chen, Alan Kuhnle

Comments 39 pages

Journal ref Journal of Artificial Intelligence Research 79 (2024) 599-638

Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint

Georgios Amanatidis, Federico Fusco, Philip Lazos, Stefano Leonardi, Rebecca Reiffenhäuser

Comments Same as v1. Version 2 was a replacement intended for arXiv:2102.08327 and erroneously updated here

Journal ref Journal of Artificial Intelligence Research 74 (2022) 661-690

Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges

Giorgio Franceschelli, Mirco Musolesi

Comments Published in JAIR at https://www.jair.org/index.php/jair/article/view/15278

Journal ref JAIR 79 (2024) 417-446

Boolean Observation Games

Hans van Ditmarsch, Sunil Simon

Journal ref Journal of Artificial Intelligence Research, volume 79, 2024, pages 307-357

Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework

Florian Felten, El-Ghazali Talbi, Grégoire Danoy

Comments Accepted at JAIR

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

Ye Zhu, Kai Ming Ting

Journal ref Zhu, Y., & Ting, K. M. (2021). Improving the effectiveness and efficiency of stochastic neighbour embedding with isolation kernel. Journal of Artificial Intelligence Research, 71, 667-695

Undesirable Biases in NLP: Addressing Challenges of Measurement

Oskar van der Wal, Dominik Bachmann, Alina Leidinger, Leendert van Maanen, Willem Zuidema, Katrin Schulz

Journal ref Journal of Artificial Intelligence Research, 79, 1-40 (2024)

Exploiting Cultural Biases via Homoglyphs in Text-to-Image Synthesis

Lukas Struppek, Dominik Hintersdorf, Felix Friedrich, Manuel Brack, Patrick Schramowski, Kristian Kersting

Comments Published in the Journal of Artificial Intelligence Research (JAIR)

Journal ref Journal of Artificial Intelligence Research (JAIR), Vol. 78 (2023)

A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg

Zhaonan Qu, Kaixiang Lin, Zhaojian Li, Jiayu Zhou, Zhengyuan Zhou

Journal ref Journal of Artificial Intelligence Research 78 (2023) 1143-1200

Exploiting Contextual Target Attributes for Target Sentiment Classification

Bowen Xing, Ivor W. Tsang

Comments Accepted by Journal of Artificial Intelligence Research (JAIR)

A General Model for Aggregating Annotations Across Simple, Complex, and Multi-Object Annotation Tasks

Alexander Braylan, Madalyn Marabella, Omar Alonso, Matthew Lease

Journal ref Journal of Artificial Intelligence Research 2023, 78, 901-973

Graphmax for Text Generation

Liu Bin, Yin Guosheng

Journal ref Journal of Artificial Intelligence Research, vol. 78, pp.823-848, Nov. 2023

Visually Grounded Language Learning: a review of language games, datasets, tasks, and models

Alessandro Suglia, Ioannis Konstas, Oliver Lemon

Comments Preprint for JAIR before copyediting

A Survey of Learning Criteria Going Beyond the Usual Risk

Matthew J. Holland, Kazuki Tanabe

Comments Final version published in JAIR

Journal ref Journal of Artificial Intelligence Research, 78:781-821, 2023

Efficiently Explaining CSPs with Unsatisfiable Subset Optimization (extended algorithms and examples)

Emilio Gamba, Bart Bogaerts, Tias Guns

Comments arXiv admin note: text overlap with arXiv:2105.11763

Journal ref Journal of Artificial Intelligence Research (JAIR) Volume 78 (2023): pages 709-746

Just ClozE! A Novel Framework for Evaluating the Factual Consistency Faster in Abstractive Summarization

Yiyang Li, Lei Li, Marina Litvak, Natalia Vanetik, Dingxin Hu, Yuze Li, Yanquan Zhou

Comments The manuscript for JAIR