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• One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems

  Mikołaj Małkiński, Jacek Mańdziuk

  14297-14305

  2024-03-24

• Permutation-Based Hypothesis Testing for Neural Networks

  Francesca Mandel, Ian Barnett

  14306-14314

  2024-03-24

• Online Markov Decision Processes Configuration with Continuous Decision Space

  Davide Maran, Pierriccardo Olivieri, Francesco Emanuele Stradi, Giuseppe Urso, Nicola Gatti, Marcello Restelli

  14315-14322

  2024-03-24

• GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent

  Sascha Marton, Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

  14323-14331

  2024-03-24

• Optimal Attack and Defense for Reinforcement Learning

  Jeremy McMahan, Young Wu, Xiaojin Zhu, Qiaomin Xie

  14332-14340

  2024-03-24

• QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models

  Xiangming Meng, Yoshiyuki Kabashima

  14341-14349

  2024-03-24

• Learning Representations on the Unit Sphere: Investigating Angular Gaussian and Von Mises-Fisher Distributions for Online Continual Learning

  Nicolas Michel, Giovanni Chierchia, Romain Negrel, Jean-François Bercher

  14350-14358

  2024-03-24

• HOP to the Next Tasks and Domains for Continual Learning in NLP

  Umberto Michieli, Mete Ozay

  14359-14369

  2024-03-24

• Leveraging Local Variance for Pseudo-Label Selection in Semi-supervised Learning

  Zeping Min, Jinfeng Bai, Chengfei Li

  14370-14378

  2024-03-24

• Input Margins Can Predict Generalization Too

  Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H Davel

  14379-14387

  2024-03-24

• Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles

  Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier

  14388-14396

  2024-03-24

• Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

  Lokesh Nagalapatti, Akshay Iyer, Abir De, Sunita Sarawagi

  14397-14404

  2024-03-24

• Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning

  Ruiqian Nai, Zixin Wen, Ji Li, Yuanzhi Li, Yang Gao

  14405-14413

  2024-03-24

• Thompson Sampling for Real-Valued Combinatorial Pure Exploration of Multi-Armed Bandit

  Shintaro Nakamura, Masashi Sugiyama

  14414-14421

  2024-03-24

• Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains

  Md Nasim, Yexiang Xue

  14422-14430

  2024-03-24

• Secure Distributed Sparse Gaussian Process Models Using Multi-Key Homomorphic Encryption

  Adil Nawaz, Guopeng Chen, Muhammad Umair Raza, Zahid Iqbal, Jianqiang Li, Victor C.M. Leung, Jie Chen

  14431-14439

  2024-03-24

• Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions

  David D. Nguyen, David Liebowitz, Salil S. Kanhere, Surya Nepal

  14440-14448

  2024-03-24

• On Inference Stability for Diffusion Models

  Viet Nguyen, Giang Vu, Tung Nguyen Thanh, Khoat Than, Toan Tran

  14449-14456

  2024-03-24

• Improve Robustness of Reinforcement Learning against Observation Perturbations via l∞ Lipschitz Policy Networks

  Buqing Nie, Jingtian Ji, Yangqing Fu, Yue Gao

  14457-14465

  2024-03-24

• Multi-Class Support Vector Machine with Maximizing Minimum Margin

  Feiping Nie, Zhezheng Hao, Rong Wang

  14466-14473

  2024-03-24

• Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning

  Motoki Omura, Takayuki Osa, Yusuke Mukuta, Tatsuya Harada

  14474-14481

  2024-03-24

• A Primal-Dual Algorithm for Hybrid Federated Learning

  Tom Overman, Garrett Blum, Diego Klabjan

  14482-14489

  2024-03-24

• Multi-Objective Bayesian Optimization with Active Preference Learning

  Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki, Shion Takeno, Ichiro Takeuchi, Masayuki Karasuyama

  14490-14498

  2024-03-24

• Towards Fair Graph Federated Learning via Incentive Mechanisms

  Chenglu Pan, Jiarong Xu, Yue Yu, Ziqi Yang, Qingbiao Wu, Chunping Wang, Lei Chen, Yang Yang

  14499-14507

  2024-03-24

• A Graph Dynamics Prior for Relational Inference

  Liming Pan, Cheng Shi, Ivan Dokmanic

  14508-14516

  2024-03-24