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• Detection and Defense of Unlearnable Examples

  Yifan Zhu, Lijia Yu, Xiao-Shan Gao

  17211-17219

  2024-03-24

• Robust Node Classification on Graph Data with Graph and Label Noise

  Yonghua Zhu, Lei Feng, Zhenyun Deng, Yang Chen, Robert Amor, Michael Witbrock

  17220-17227

  2024-03-24

• MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks

  Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Minhui Xue, Dongxiao Zhu, Kim-Kwang Raymond Choo

  17228-17236

  2024-03-24

• DS-AL: A Dual-Stream Analytic Learning for Exemplar-Free Class-Incremental Learning

  Huiping Zhuang, Run He, Kai Tong, Ziqian Zeng, Cen Chen, Zhiping Lin

  17237-17244

  2024-03-24

• Patch-Aware Sample Selection for Efficient Masked Image Modeling

  Zhengyang Zhuge, Jiaxing Wang, Yong Li, Yongjun Bao, Peisong Wang, Jian Cheng

  17245-17253

  2024-03-24

• Dirichlet-Based Prediction Calibration for Learning with Noisy Labels

  Chen-Chen Zong, Ye-Wen Wang, Ming-Kun Xie, Sheng-Jun Huang

  17254-17262

  2024-03-24

• Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data

  Xin Zou, Weiwei Liu

  17263-17270

  2024-03-24

• Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure

  Xinying Zou, Samir M. Perlaza, Iñaki Esnaola, Eitan Altman

  17271-17279

  2024-03-24

• Probabilistic Neural Circuits

  Pedro Zuidberg Dos Martires

  17280-17289

  2024-03-24

• Improved Anonymous Multi-Agent Path Finding Algorithm

  Zain Alabedeen Ali, Konstantin Yakovlev

  17291-17298

  2024-03-24

• Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning

  Yanwen Ba, Xuan Liu, Xinning Chen, Hao Wang, Yang Xu, Kenli Li, Shigeng Zhang

  17299-17307

  2024-03-24

• Natural Strategic Ability in Stochastic Multi-Agent Systems

  Raphaël Berthon, Joost-Pieter Katoen, Munyque Mittelmann, Aniello Murano

  17308-17316

  2024-03-24

• On Alternating-Time Temporal Logic, Hyperproperties, and Strategy Sharing

  Raven Beutner, Bernd Finkbeiner

  17317-17326

  2024-03-24

• RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning

  Jingdi Chen, Tian Lan, Carlee Joe-Wong

  17327-17336

  2024-03-24

• STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning

  Sirui Chen, Zhaowei Zhang, Yaodong Yang, Yali Du

  17337-17345

  2024-03-24

• Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck

  Shifei Ding, Wei Du, Ling Ding, Lili Guo, Jian Zhang

  17346-17353

  2024-03-24

• Expressive Multi-Agent Communication via Identity-Aware Learning

  Wei Du, Shifei Ding, Lili Guo, Jian Zhang, Ling Ding

  17354-17361

  2024-03-24

• Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning

  Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang

  17362-17370

  2024-03-24

• Learning Multi-Object Positional Relationships via Emergent Communication

  Yicheng Feng, Boshi An, Zongqing Lu

  17371-17379

  2024-03-24

• Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology

  Foivos Fioravantes, Dušan Knop, Jan Matyáš Křištan, Nikolaos Melissinos, Michal Opler

  17380-17388

  2024-03-24

• The Irrelevance of Influencers: Information Diffusion with Re-Activation and Immunity Lasts Exponentially Long on Social Network Models

  Tobias Friedrich, Andreas Göbel, Nicolas Klodt, Martin S. Krejca, Marcus Pappik

  17389-17397

  2024-03-24

• Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games

  Yuma Fujimoto, Kaito Ariu, Kenshi Abe

  17398-17406

  2024-03-24

• Factored Online Planning in Many-Agent POMDPs

  Maris F. L. Galesloot, Thiago D. Simão, Sebastian Junges, Nils Jansen

  17407-17415

  2024-03-24

• Foundations of Reactive Synthesis for Declarative Process Specifications

  Luca Geatti, Marco Montali, Andrey Rivkin

  17416-17425

  2024-03-24

• Learning in Online Principal-Agent Interactions: The Power of Menus

  Minbiao Han, Michael Albert, Haifeng Xu

  17426-17434

  2024-03-24