Volume 83 Masthead

Published: 2025-06-23

Articles

The Fixed-Point Semantics of Relational Concept Analysis

Jérôme Euzenat
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Efficient XAI: A Low-Cost Data Reduction Approach to SHAP Interpretability

Severin Bachmann
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AI for All: Identifying AI incidents Related to Diversity and Inclusion

Rifat Ara Shams, Didar Zowghi, Muneera Bano
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DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning

Xiaoteng Ma, Junyao Chen, Li Xia, Jun Yang, Qianchuan Zhao, Zhengyuan Zhou
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Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey

Zijun Gao, Haibao Liu, Lingbo Li
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Improved Regret Bounds for Bandits with Expert Advice

Nicolò Cesa-Bianchi, Khaled Eldowa, Emmanuel Esposito, Julia Olkhovskaya
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Parameterized Analysis of Bribery in Challenge the Champ Tournaments

Juhi Chaudhary, Hendrik Molter, Meirav Zehavi
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Explainability via Short Formulas: the Case of Propositional Logic with Implementation

Reijo Jaakkola, Tomi Janhunen, Antti Kuusisto, Masood Feyzbakhsh Rankooh, Miikka Vilander
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Collective Intelligence in Decision-Making with Non-Stationary Experts

Axel Abels, Vito Trianni, Ann Nowé, Tom Lenaerts
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Invariant Graph Propagation in Constraint-Based Local Search

Frej Knutar Lewander, Pierre Flener, Justin Pearson
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On CNF Conversion for SAT and SMT Enumeration

Gabriele Masina, Giuseppe Spallitta, Roberto Sebastiani
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Conditional Relative Frequency Distributions with Undefined Observations and Generalized Fuzzy Orthopartitions

Stefania Boffa, Davide Ciucci
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LabelCoRank: Revolutionizing Long Tail Multi-Label Classification with Co-Occurrence Reranking

Yan Yan, Junyuan Liu, Bo-Wen Zhang
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The Search for Stability: Learning Dynamics of Strategic Publishers with Initial Documents

Omer Madmon, Idan Pipano, Itamar Reinman, Moshe Tennenholtz
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Geometrically Inspired Kernel Machines for Collaborative Learning Beyond Gradient Descent

Mohit Kumar, Alexander Valentinitsch, Magdalena Fuchs, Mathias Brucker , Juliana Bowles, Adnan Husakovic, Ali Abbas, Bernhard A. Moser
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Causal Explanations for Sequential Decision Making

Samer B. Nashed, Saaduddin Mahmud, Claudia V. Goldman, Shlomo Zilberstein
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Improving Local Search Algorithm for Pseudo Boolean Optimization

Yujiao Zhao, Yiyuan Wang, Yi Chu, Wenbo Zhou, Shaowei Cai, Minghao Yin
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Scalable Synthesis of Formally Verified Neural Value Function for Hamilton-Jacobi Reachability Analysis

Yujie Yang, Hanjiang Hu, Tianhao Wei, Shengbo Eben Li, Changliu Liu
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Robustness Distributions in Neural Network Verification

Annelot Bosman, Aaron Berger, Holger H. Hoos, Jan N. van Rijn
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Super Level Sets and Exponential Decay: A Synergistic Approach to Stable Neural Network Training

Jatin Chaudary, Dipak Nidhi , Jukka Heikkonen , Harri Merisaari, Rajeev Kanth
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Spatio-Causal Patterns of Sample Growth

Andre F. Ribeiro
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MA-LAMA: Exploiting the Multi-Agent Nature of Temporal Planning Problems

J. Caballero Testón, Maria D. R-Moreno
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CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering

Yuliang Cai, Mohammad Rostami
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Learning How to Vote with Principles: Axiomatic Insights Into the Collective Decisions of Neural Networks

Levin Hornischer, Zoi Terzopoulou
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A Complexity-Theoretic Analysis of Majority Illusion in Social Networks

Umberto Grandi, Lawqueen Kanesh, Grzegorz Lisowski, M.S. Ramanujan, Paolo Turrini
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Recursive Decomposition of Logical Thoughts: Framework for Superior Reasoning and Knowledge Propagation in Large Language Models

Kaleem Ullah Qasim, Jiashu Zhang, Tariq Alsahfi, Ateeq Ur Rehman Butt
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Argumentative Reasoning in ASPIC+ under Incomplete Information

Daphne Odekerken, Tuomo Lehtonen, Johannes P. Wallner, Matti Järvisalo
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Multi-Leader Congestion Games with an Adversary

Tobias Harks, Mona Henle, Max Klimm, Jannik Matuschke, Anja Schedel
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Improving and Understanding the Power of Satisfaction-Driven Clause Learning

Albert Oliveras, Chunxiao Li, Darryl Wu, Jonathan Chung, Vijay Ganesh
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Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction

Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
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A Survey on Data Selection for LLM Instruction Tuning

Bolin Zhang, Jiahao Wang, Qianlong Du, Jiajun Zhang, Zhiying Tu, Dianhui Chu
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An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models

Yangchen Pan, Junfeng Wen, Chenjun Xiao, Philip H. S. Torr
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On Computing Probabilistic Explanations for Decision Trees

Marcelo Arenas, Pablo Barcelo, Alexander Kozachinskiy, Miguel Romero, Bernardo Subercaseaux
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Principles for Assumptions Generation in Enthymeme-Based Dialogue

Diego S. Orbe Leiva, Alejandro J. Garcia, Sebastian Gottifredi
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A Unifying Framework for Causal Modeling With Infinitely Many Variables

Spencer Peters, Joseph Y. Halpern
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Optimizing Relevance and Diversity in Online Matching Markets: A Time-Adaptive Attenuation Approach

Evan Yifan Xu, Pan Xu
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Towards an Ontology-Driven Approach to Document Bias

Mayra Russo, Maria-Esther Vidal
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Towards Generalist Robot Learning from Internet Video: A Survey

Robert McCarthy, Daniel C.H. Tan, Dominik Schmidt , Fernando Acero , Nathan Herr, Yilun Du, Thomas G. Thuruthel, Zhibin Li
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Incremental Learning Methodologies for Addressing Catastrophic Forgetting: Analysis and Experimental Evaluation

Miquel Serra-Perello, Alberto Ortiz
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