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• Min-Max Submodular Ranking for Multiple Agents

  Qingyun Chen, Sungjin Im, Benjamin Moseley, Chenyang Xu, Ruilong Zhang

  7061-7068

  2023-06-26

• Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design

  Yuhao Ding, Ming Jin, Javad Lavaei

  7405-7413

  2023-06-26

• Directed Acyclic Graph Structure Learning from Dynamic Graphs

  Shaohua Fan, Shuyang Zhang, Xiao Wang, Chuan Shi

  7512-7521

  2023-06-26

• Optimal Decision Diagrams for Classification

  Alexandre M. Florio, Pedro Martins, Maximilian Schiffer, Thiago Serra, Thibaut Vidal

  7577-7585

  2023-06-26

• Safeguarded Learned Convex Optimization

  Howard Heaton, Xiaohan Chen, Zhangyang Wang, Wotao Yin

  7848-7855

  2023-06-26

• Pointerformer: Deep Reinforced Multi-Pointer Transformer for the Traveling Salesman Problem

  Yan Jin, Yuandong Ding, Xuanhao Pan, Kun He, Li Zhao, Tao Qin, Lei Song, Jiang Bian

  8132-8140

  2023-06-26

• Exploring Temporal Information Dynamics in Spiking Neural Networks

  Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda

  8308-8316

  2023-06-26

• A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise

  Jongwoo Ko, Bongsoo Yi, Se-Young Yun

  8325-8333

  2023-06-26

• Generalization Bounds for Inductive Matrix Completion in Low-Noise Settings

  Antoine Ledent, Rodrigo Alves, Yunwen Lei, Yann Guermeur, Marius Kloft

  8447-8455

  2023-06-26

• Goal-Conditioned Q-learning as Knowledge Distillation

  Alexander Levine, Soheil Feizi

  8500-8509

  2023-06-26

• Improved Kernel Alignment Regret Bound for Online Kernel Learning

  Junfan Li, Shizhong Liao

  8597-8604

  2023-06-26

• Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference

  Xiangjie Li, Chenfei Lou, Yuchi Chen, Zhengping Zhu, Yingtao Shen, Yehan Ma, An Zou

  8657-8665

  2023-06-26

• Reliable Robustness Evaluation via Automatically Constructed Attack Ensembles

  Shengcai Liu, Fu Peng, Ke Tang

  8852-8860

  2023-06-26

• Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism

  Cheonjun Park, Mincheol Park, Hyun Jae Oh, Minkyu Kim, Myung Kuk Yoon, Suhyun Kim, Won Woo Ro

  9398-9407

  2023-06-26

• A Model-Agnostic Heuristics for Selective Classification

  Andrea Pugnana, Salvatore Ruggieri

  9461-9469

  2023-06-26

• Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes

  Chao Qu, Xiaoyu Tan, Siqiao Xue, Xiaoming Shi, James Zhang, Hongyuan Mei

  9543-9551

  2023-06-26

• Fast Offline Policy Optimization for Large Scale Recommendation

  Otmane Sakhi, David Rohde, Alexandre Gilotte

  9686-9694

  2023-06-26

• Policy-Adaptive Estimator Selection for Off-Policy Evaluation

  Takuma Udagawa, Haruka Kiyohara, Yusuke Narita, Yuta Saito, Kei Tateno

  10025-10033

  2023-06-26

• Efficient Distribution Similarity Identification in Clustered Federated Learning via Principal Angles between Client Data Subspaces

  Saeed Vahidian, Mahdi Morafah, Weijia Wang, Vyacheslav Kungurtsev, Chen Chen, Mubarak Shah, Bill Lin

  10043-10052

  2023-06-26

• Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits

  Zhiyong Wang, Xutong Liu, Shuai Li, John C. S. Lui

  10288-10295

  2023-06-26

• Neighborhood-Regularized Self-Training for Learning with Few Labels

  Ran Xu, Yue Yu, Hejie Cui, Xuan Kan, Yanqiao Zhu, Joyce Ho, Chao Zhang, Carl Yang

  10611-10619

  2023-06-26

• Certifiable Out-of-Distribution Generalization

  Nanyang Ye, Lin Zhu, Jia Wang, Zhaoyu Zeng, Jiayao Shao, Chensheng Peng, Bikang Pan, Kaican Li, Jun Zhu

  10927-10935

  2023-06-26

• Random Walk Conformer: Learning Graph Representation from Long and Short Range

  Pei-Kai Yeh, Hsi-Wen Chen, Ming-Syan Chen

  10936-10944

  2023-06-26

• CEMA – Cost-Efficient Machine-Assisted Document Annotations

  Guowen Yuan, Ben Kao, Tien-Hsuan Wu

  11043-11050

  2023-06-26

• Synchronization and Diversity of Solutions

  Emmanuel Arrighi, Henning Fernau, Mateus de Oliveira Oliveira, Petra Wolf

  11516-11524

  2023-06-26