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• On the Unstable Convergence Regime of Gradient Descent

  Shuo Chen, Jiaying Peng, Xiaolong Li, Yao Zhao

  11373-11380

  2024-03-24

• PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance

  Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao

  11381-11389

  2024-03-24

• DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization

  Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu

  11390-11398

  2024-03-24

• Exploiting Symmetric Temporally Sparse BPTT for Efficient RNN Training

  Xi Chen, Chang Gao, Zuowen Wang, Longbiao Cheng, Sheng Zhou, Shih-Chii Liu, Tobi Delbruck

  11399-11406

  2024-03-24

• Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables

  Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset Özkan Tan, Michael Witbrock

  11407-11415

  2024-03-24

• Exact Policy Recovery in Offline RL with Both Heavy-Tailed Rewards and Data Corruption

  Yiding Chen, Xuezhou Zhang, Qiaomin Xie, Xiaojin Zhu

  11416-11424

  2024-03-24

• Progressive Poisoned Data Isolation for Training-Time Backdoor Defense

  Yiming Chen, Haiwei Wu, Jiantao Zhou

  11425-11433

  2024-03-24

• Pushing the Limit of Fine-Tuning for Few-Shot Learning: Where Feature Reusing Meets Cross-Scale Attention

  Ying-Yu Chen, Jun-Wei Hsieh, Xin Li, Ming-Ching Chang

  11434-11442

  2024-03-24

• Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity

  Yiyue Chen, Haris Vikalo, Chianing Wang

  11443-11452

  2024-03-24

• TopoGCL: Topological Graph Contrastive Learning

  Yuzhou Chen, Jose Frias, Yulia R. Gel

  11453-11461

  2024-03-24

• Continuous Rotation Group Equivariant Network Inspired by Neural Population Coding

  Zhiqiang Chen, Yang Chen, Xiaolong Zou, Shan Yu

  11462-11470

  2024-03-24

• Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

  Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin

  11471-11479

  2024-03-24

• Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

  Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le

  11480-11488

  2024-03-24

• Hierarchize Pareto Dominance in Multi-Objective Stochastic Linear Bandits

  Ji Cheng, Bo Xue, Jiaxiang Yi, Qingfu Zhang

  11489-11497

  2024-03-24

• FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting

  Shu-Ling Cheng, Chin-Yuan Yeh, Ting-An Chen, Eliana Pastor, Ming-Syan Chen

  11498-11506

  2024-03-24

• Clarifying the Behavior and the Difficulty of Adversarial Training

  Xu Cheng, Hao Zhang, Yue Xin, Wen Shen, Quanshi Zhang

  11507-11515

  2024-03-24

• Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning

  Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin

  11516-11524

  2024-03-24

• CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series

  Yuxiao Cheng, Lianglong Li, Tingxiong Xiao, Zongren Li, Jinli Suo, Kunlun He, Qionghai Dai

  11525-11533

  2024-03-24

• Generalized Variational Inference via Optimal Transport

  Jinjin Chi, Zhichao Zhang, Zhiyao Yang, Jihong Ouyang, Hongbin Pei

  11534-11542

  2024-03-24

• Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations

  Woojin Cho, Seunghyeon Cho, Hyundong Jin, Jinsung Jeon, Kookjin Lee, Sanghyun Hong, Dongeun Lee, Jonghyun Choi, Noseong Park

  11543-11551

  2024-03-24

• Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior

  Youngjae Cho, HeeSun Bae, Seungjae Shin, Yeo Dong Youn, Weonyoung Joo, Il-Chul Moon

  11552-11560

  2024-03-24

• SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks

  Jae Choi, Yuzhou Chen, Huikyo Lee, Hyun Kim, Yulia R. Gel

  11561-11569

  2024-03-24

• Unsupervised Object Interaction Learning with Counterfactual Dynamics Models

  Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee

  11570-11578

  2024-03-24

• DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning

  Won-Seok Choi, Hyundo Lee, Dong-Sig Han, Junseok Park, Heeyeon Koo, Byoung-Tak Zhang

  11579-11587

  2024-03-24

• Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration

  Wonjeong Choi, Jungwuk Park, Dong-Jun Han, Younghyun Park, Jaekyun Moon

  11588-11596

  2024-03-24