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• Learning Performance Maximizing Ensembles with Explainability Guarantees

  Vincent Pisztora, Jia Li

  14617-14624

  2024-03-24

• Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering

  Jingyu Pu, Chenhang Cui, Xinyue Chen, Yazhou Ren, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He

  14633-14641

  2024-03-24

• Tree Search-Based Evolutionary Bandits for Protein Sequence Optimization

  Jiahao Qiu, Hui Yuan, Jinghong Zhang, Wentao Chen, Huazheng Wang, Mengdi Wang

  14686-14694

  2024-03-24

• Integer Is Enough: When Vertical Federated Learning Meets Rounding

  Pengyu Qiu, Yuwen Pu, Yongchao Liu, Wenyan Liu, Yun Yue, Xiaowei Zhu, Lichun Li, Jinbao Li, Shouling Ji

  14704-14712

  2024-03-24

• Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks

  Xiaofan Que, Qi Yu

  14740-14748

  2024-03-24

• DSD²: Can We Dodge Sparse Double Descent and Compress the Neural Network Worry-Free?

  Victor Quétu, Enzo Tartaglione

  14749-14757

  2024-03-24

• Towards Learning and Explaining Indirect Causal Effects in Neural Networks

  Abbavaram Gowtham Reddy, Saketh Bachu, Harsharaj Pathak, Benin Godfrey L, Varshaneya V, Vineeth N Balasubramanian, Satyanarayan Kar

  14802-14810

  2024-03-24

• Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize

  Sanket Shah, Bryan Wilder, Andrew Perrault, Milind Tambe

  14902-14909

  2024-03-24

• SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation

  Sangwoo Shin, Minjong Yoo, Jeongwoo Lee, Honguk Woo

  15000-15008

  2024-03-24

• RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates

  Jun Sun, Xinxin Zhang, Shoukang Han, Yu-Ping Ruan, Taihao Li

  15173-15182

  2024-03-24

• z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated Learning

  Zhiwei Tang, Yanmeng Wang, Tsung-Hui Chang

  15301-15309

  2024-03-24

• Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes

  Quang Truong, Peter Chin

  15382-15391

  2024-03-24

• Data Disparity and Temporal Unavailability Aware Asynchronous Federated Learning for Predictive Maintenance on Transportation Fleets

  Leonie von Wahl, Niklas Heidenreich, Prasenjit Mitra, Michael Nolting, Nicolas Tempelmeier

  15420-15428

  2024-03-24

• Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning

  Wenhai Wan, Xinrui Wang, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen

  15438-15446

  2024-03-24

• Practical Privacy-Preserving MLaaS: When Compressive Sensing Meets Generative Networks

  Jia Wang, Wuqiang Su, Zushu Huang, Jie Chen, Chengwen Luo, Jianqiang Li

  15502-15510

  2024-03-24

• Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence

  Shengbo Wang, Ke Li

  15607-15615

  2024-03-24

• Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning

  Zizhao Wang, Caroline Wang, Xuesu Xiao, Yuke Zhu, Peter Stone

  15778-15786

  2024-03-24

• Residual Hyperbolic Graph Convolution Networks

  Yangkai Xue, Jindou Dai, Zhipeng Lu, Yuwei Wu, Yunde Jia

  16247-16254

  2024-03-24

• Leveraging Normalization Layer in Adapters with Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning

  YongJin Yang, Taehyeon Kim, Se-Young Yun

  16370-16378

  2024-03-24

• Uncertainty Regularized Evidential Regression

  Kai Ye, Tiejin Chen, Hua Wei, Liang Zhan

  16460-16468

  2024-03-24

• Risk-Conditioned Reinforcement Learning: A Generalized Approach for Adapting to Varying Risk Measures

  Gwangpyo Yoo, Jinwoo Park, Honguk Woo

  16513-16521

  2024-03-24

• Barely Supervised Learning for Graph-Based Fraud Detection

  Hang Yu, Zhengyang Liu, Xiangfeng Luo

  16548-16557

  2024-03-24

• Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction

  Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long

  16642-16650

  2024-03-24

• Optimistic Model Rollouts for Pessimistic Offline Policy Optimization

  Yuanzhao Zhai, Yiying Li, Zijian Gao, Xudong Gong, Kele Xu, Dawei Feng, Ding Bo, Huaimin Wang

  16678-16686

  2024-03-24

• Targeted Activation Penalties Help CNNs Ignore Spurious Signals

  Dekai Zhang, Matt Williams, Francesca Toni

  16705-16713

  2024-03-24