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• Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health

  Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

  12138-12146

  2023-06-26

• Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification

  Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu

  10602-10610

  2023-06-26

• Learning from Crowds by Modeling Common Confusions

  Zhendong Chu, Jing Ma, Hongning Wang

  5832-5840

  2021-05-18

• Illuminating Mario Scenes in the Latent Space of a Generative Adversarial Network

  Matthew C. Fontaine, Ruilin Liu, Ahmed Khalifa, Jignesh Modi, Julian Togelius, Amy K. Hoover, Stefanos Nikolaidis

  5922-5930

  2021-05-18

• Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL

  Sungyoon Kim, Yunseon Choi, Daiki E. Matsunaga, Kee-Eung Kim

  13160-13167

  2024-03-24

• Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks

  Danijela Horak, Simiao Yu, Gholamreza Salimi-Khorshidi

  7721-7728

  2021-05-18

• IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks

  Insu Jeon, Wonkwang Lee, Myeongjang Pyeon, Gunhee Kim

  7926-7934

  2021-05-18

• Bayesian Distributional Policy Gradients

  Luchen Li, A. Aldo Faisal

  8429-8437

  2021-05-18

• Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding

  Siyu Liao, Chunhua Deng, Miao Yin, Bo Yuan

  8574-8582

  2021-05-18

• Semi-Supervised Node Classification on Graphs: Markov Random Fields vs. Graph Neural Networks

  Binghui Wang, Jinyuan Jia, Neil Zhenqiang Gong

  10093-10101

  2021-05-18

• Deep Recurrent Belief Propagation Network for POMDPs

  Yuhui Wang, Xiaoyang Tan

  10236-10244

  2021-05-18

• SALSA: Semantically-Aware Latent Space Autoencoder

  Kathryn E. Kirchoff, Travis Maxfield, Alexander Tropsha, Shawn M. Gomez

  13211-13219

  2024-03-24

• Sample Efficient Reinforcement Learning with REINFORCE

  Junzi Zhang, Jongho Kim, Brendan O'Donoghue, Stephen Boyd

  10887-10895

  2021-05-18

• Cooper: Coordinating Specialized Agents towards a Complex Dialogue Goal

  Yi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng

  17853-17861

  2024-03-24

• Dynamic Automaton-Guided Reward Shaping for Monte Carlo Tree Search

  Alvaro Velasquez, Brett Bissey, Lior Barak, Andre Beckus, Ismail Alkhouri, Daniel Melcer, George Atia

  12015-12023

  2021-05-18

• Bounding Causal Effects on Continuous Outcome

  Junzhe Zhang, Elias Bareinboim

  12207-12215

  2021-05-18

• RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL

  Haoyang Li, Jing Zhang, Cuiping Li, Hong Chen

  13067-13075

  2023-06-26

• Factored Online Planning in Many-Agent POMDPs

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

  17407-17415

  2024-03-24

• Analogy Training Multilingual Encoders

  Nicolas Garneau, Mareike Hartmann, Anders Sandholm, Sebastian Ruder, Ivan Vulić, Anders Søgaard

  12884-12892

  2021-05-18

• Distribution Matching for Rationalization

  Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang

  13090-13097

  2021-05-18

• On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling

  Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu

  19261-19269

  2024-03-24

• Robustly Train Normalizing Flows via KL Divergence Regularization

  Kun Song, Ruben Solozabal, Hao Li, Martin Takáč, Lu Ren, Fakhri Karray

  15047-15055

  2024-03-24

• Root Cause Explanation of Outliers under Noisy Mechanisms

  Phuoc Nguyen, Truyen Tran, Sunil Gupta, Thin Nguyen, Svetha Venkatesh

  20508-20515

  2024-03-24

• Writing Polishment with Simile: Task, Dataset and A Neural Approach

  Jiayi Zhang, Zhi Cui, Xiaoqiang Xia, Yalong Guo, Yanran Li, Chen Wei, Jianwei Cui

  14383-14392

  2021-05-18

• Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning

  Yangyang Zhao, Zhenyu Wang, Zhenhua Huang

  14540-14548

  2021-05-18