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• Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD

  Xiaoge Deng, Tao Sun, Shengwei Li, Dongsheng Li

  7340-7348

  2023-06-26

• Fast Counterfactual Inference for History-Based Reinforcement Learning

  Haichuan Gao, Tianren Zhang, Zhile Yang, Yuqing Guo, Jinsheng Ren, Shangqi Guo, Feng Chen

  7613-7623

  2023-06-26

• Differentially Private Heatmaps

  Badih Ghazi, Junfeng He, Kai Kohlhoff, Ravi Kumar, Pasin Manurangsi, Vidhya Navalpakkam, Nachiappan Valliappan

  7696-7704

  2023-06-26

• Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces

  Boya Hou, Sina Sanjari, Nathan Dahlin, Subhonmesh Bose

  7902-7909

  2023-06-26

• On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples

  Mustafa O. Karabag, Ufuk Topcu

  8195-8202

  2023-06-26

• Variable-Based Calibration for Machine Learning Classifiers

  Markelle Kelly, Padhraic Smyth

  8211-8219

  2023-06-26

• FLAME: Free-Form Language-Based Motion Synthesis & Editing

  Jihoon Kim, Jiseob Kim, Sungjoon Choi

  8255-8263

  2023-06-26

• Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks

  Keunseo Kim, Eun-Yeol Ma, Jeongman Choi, Heeyoung Kim

  8264-8272

  2023-06-26

• Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits

  Wonyoung Kim, Kyungbok Lee, Myunghee Cho Paik

  8300-8307

  2023-06-26

• Geometry-Aware Network for Domain Adaptive Semantic Segmentation

  Yinghong Liao, Wending Zhou, Xu Yan, Zhen Li, Yizhou Yu, Shuguang Cui

  8755-8763

  2023-06-26

• On the Expressive Flexibility of Self-Attention Matrices

  Valerii Likhosherstov, Krzysztof Choromanski, Adrian Weller

  8773-8781

  2023-06-26

• Combating Mode Collapse via Offline Manifold Entropy Estimation

  Haozhe Liu, Bing Li, Haoqian Wu, Hanbang Liang, Yawen Huang, Yuexiang Li, Bernard Ghanem, Yefeng Zheng

  8834-8842

  2023-06-26

• Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain

  Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu

  8888-8896

  2023-06-26

• Proximal Stochastic Recursive Momentum Methods for Nonconvex Composite Decentralized Optimization

  Gabriel Mancino-Ball, Shengnan Miao, Yangyang Xu, Jie Chen

  9055-9063

  2023-06-26

• Diffusion Models Beat GANs on Topology Optimization

  François Mazé, Faez Ahmed

  9108-9116

  2023-06-26

• Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach

  Sai Ganesh Nagarajan, Gerasimos Palaiopanos, Ioannis Panageas, Tushar Vaidya, Samson Yu

  9260-9267

  2023-06-26

• Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction

  Brahma S. Pavse, Josiah P. Hanna

  9417-9425

  2023-06-26

• Latent Autoregressive Source Separation

  Emilian Postolache, Giorgio Mariani, Michele Mancusi, Andrea Santilli, Luca Cosmo, Emanuele Rodolà

  9444-9452

  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

• Hypernetworks for Zero-Shot Transfer in Reinforcement Learning

  Sahand Rezaei-Shoshtari, Charlotte Morissette, Francois R. Hogan, Gregory Dudek, David Meger

  9579-9587

  2023-06-26

• Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling

  Gregory P. Spell, Simiao Ren, Leslie M. Collins, Jordan M. Malof

  9874-9881

  2023-06-26

• Unbalanced CO-optimal Transport

  Quang Huy Tran, Hicham Janati, Nicolas Courty, Rémi Flamary, Ievgen Redko, Pinar Demetci, Ritambhara Singh

  10006-10016

  2023-06-26

• A Fair Generative Model Using LeCam Divergence

  Soobin Um, Changho Suh

  10034-10042

  2023-06-26

• Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning

  Mingyang Wang, Zhenshan Bing, Xiangtong Yao, Shuai Wang, Huang Kai, Hang Su, Chenguang Yang, Alois Knoll

  10157-10165

  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