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• Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It’s Complicated

  Katherine Metcalf, Miguel Sarabia, Masha Fedzechkina, Barry-John Theobald

  10128-10136

  2024-03-24

• Task Planning for Object Rearrangement in Multi-Room Environments

  Karan Mirakhor, Sourav Ghosh, Dipanjan Das, Brojeshwar Bhowmick

  10350-10357

  2024-03-24

• Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification

  Sonny Achten, Francesco Tonin, Panagiotis Patrinos, Johan A.K. Suykens

  10766-10774

  2024-03-24

• MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting

  Wanlin Cai, Yuxuan Liang, Xianggen Liu, Jianshuai Feng, Yuankai Wu

  11141-11149

  2024-03-24

• Symbolic Regression Enhanced Decision Trees for Classification Tasks

  Kei Sen Fong, Mehul Motani

  12033-12042

  2024-03-24

• Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling

  Jakob Hollenstein, Georg Martius, Justus Piater

  12466-12472

  2024-03-24

• Personalized Reinforcement Learning with a Budget of Policies

  Dmitry Ivanov, Omer Ben-Porat

  12735-12743

  2024-03-24

• Racing Control Variable Genetic Programming for Symbolic Regression

  Nan Jiang, Yexiang Xue

  12901-12909

  2024-03-24

• FoX: Formation-Aware Exploration in Multi-Agent Reinforcement Learning

  Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han

  12985-12994

  2024-03-24

• Adversarially Balanced Representation for Continuous Treatment Effect Estimation

  Amirreza Kazemi, Martin Ester

  13085-13093

  2024-03-24

• Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection

  Gwladys Kelodjou, Laurence Rozé, Véronique Masson, Luis Galárraga, Romaric Gaudel, Maurice Tchuente, Alexandre Termier

  13094-13103

  2024-03-24

• Regroup Median Loss for Combating Label Noise

  Fengpeng Li, Kemou Li, Jinyu Tian, Jiantao Zhou

  13474-13482

  2024-03-24

• Feature Fusion from Head to Tail for Long-Tailed Visual Recognition

  Mengke Li, Zhikai HU, Yang Lu, Weichao Lan, Yiu-ming Cheung, Hui Huang

  13581-13589

  2024-03-24

• Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search

  Meiyu Liang, Junping Du, Zhengyang Liang, Yongwang Xing, Wei Huang, Zhe Xue

  13744-13753

  2024-03-24

• Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization

  Jin Liu, Xiaokang Pan, Junwen Duan, Hong-Dong Li, Youqi Li, Zhe Qu

  13927-13935

  2024-03-24

• Discerning Temporal Difference Learning

  Jianfei Ma

  14238-14245

  2024-03-24

• Multi-Class Support Vector Machine with Maximizing Minimum Margin

  Feiping Nie, Zhezheng Hao, Rong Wang

  14466-14473

  2024-03-24

• DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction)

  Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer

  15276-15283

  2024-03-24

• Attribute-Missing Graph Clustering Network

  Wenxuan Tu, Renxiang Guan, Sihang Zhou, Chuan Ma, Xin Peng, Zhiping Cai, Zhe Liu, Jieren Cheng, Xinwang Liu

  15392-15401

  2024-03-24

• Uncertainty Regularized Evidential Regression

  Kai Ye, Tiejin Chen, Hua Wei, Liang Zhan

  16460-16468

  2024-03-24

• Double Buffers CEM-TD3: More Efficient Evolution and Richer Exploration

  Sheng Zhu, Chun Shen, Shuai Lü, Junhong Wu, Daolong An

  17193-17201

  2024-03-24

• MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts

  Haoqiang Guo, Sendong Zhao, Haochun Wang, Yanrui Du, Bing Qin

  18144-18152

  2024-03-24

• Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models

  Liqi He, Zuchao Li, Xiantao Cai, Ping Wang

  18180-18187

  2024-03-24

• Tackling Vision Language Tasks through Learning Inner Monologues

  Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

  19350-19358

  2024-03-24

• Rectangle Search: An Anytime Beam Search

  Sofia Lemons, Wheeler Ruml, Rob Holte, Carlos Linares Lopez

  20751-20758

  2024-03-24