Articles

1. Improving Label Error Detection and Elimination with Uncertainty Quantification. --Johannes Jakubik, Michael Vössing, Manil Maskey, Christopher Wölfle, Gerhard Satzger
2. Regret Analysis for Randomized Gaussian Process Upper Confidence Bound. --Shion Takeno, Yu Inatsu, Masayuki Karasuyama
3. On the Equivalence between Logic Programs and Bipolar Argumentation Frameworks. --João Alcântara, Renan Cordeiro
4. Generating Streamlining Constraints with Large Language Models. --Florentina Voboril, Vaidyanathan Peruvemba Ramaswamy, Stefan Szeider
5. Causal Graphs and Fairness in Machine Learning: Addressing Practical Challenges in Causal Fairness Evaluation. --Lea Cohausz, Jakob Kappenberger, Heiner Stuckenschmidt
6. Reasoning over Streams of Events with Delayed Effects. --Periklis Mantenoglou, Manolis Pitsikalis, Alexander Artikis
7. Detecting Generative Model Inversion Attacks for Protecting Intellectual Property of Deep Neural Networks. --Yiding Yu, Wei Zong, Wenjing Su, Yang-Wai Chow, Willy Susilo
8. Recency-Weighted Temporally-Segmented Ensemble for Time Series Modeling. --Pål V. B. Johnsen, Eivind Bøhn, Sølve Eidnes, Filippo Remonato, Signe Riemer-Sørensen
9. Banal Deception and Human-AI Ecosystems: A Study of People’s Perceptions of LLM-generated Deceptive Behaviour. --Xiao Zhan, Yifan Xu, Noura Abdi, Joe Collenette , Stefan Sarkadi
10. Finding Minimal Plan Reductions Using Classical Planning. --Mauricio Salerno, Raquel Fuentetaja, Jendrik Seipp
11. Thousands of AI Authors on the Future of AI. --Katja Grace, Julia Fabienne Sandkühler, Harlan Stewart, Benjamin Weinstein-Raun, Stephen Thomas, Zach Stein-Perlman, John Salvatier, Jan Brauner, Richard C. Korzekwa
12. Graph Collaborative Filtering Model Combining Time Factor and Attention Mechanism. --Xianglin Zuo, Xin He, Tianhao Jia, Ying Wang
13. On a Simple Hedonic Game with Graph-Restricted Communication. --Vittorio Bilò, Laurent Gourvès, Jérôme Monnot
14. Correct Explanations and How to Define Them: Properties and Metrics for Measuring Correctness of Three Forms of ML Model Input/Output Behaviour Explanations. --Vandita Singh, Kristijonas Cyras, Muhammad Zain Akram, Rafia Inam
15. Optimal Decision Trees for Interpretable and Constrained Clustering. --Pouya Shati, Yuliang Song, Eldan Cohen, Sheila A. McIlraith