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• A Provably Accurate Randomized Sampling Algorithm for Logistic Regression

  Agniva Chowdhury, Pradeep Ramuhalli

  11597-11605

  2024-03-24

• Multi-View Randomized Kernel Classification via Nonconvex Optimization

  Xiaojian Ding, Fan Yang

  11793-11801

  2024-03-24

• Double-Layer Hybrid-Label Identification Feature Selection for Multi-View Multi-Label Learning

  Pingting Hao, Kunpeng Liu, Wanfu Gao

  12295-12303

  2024-03-24

• Structured Probabilistic Coding

  Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu

  12491-12501

  2024-03-24

• Robust Distributed Gradient Aggregation Using Projections onto Gradient Manifolds

  Kwang In Kim

  13151-13159

  2024-03-24

• Approximating the Shapley Value without Marginal Contributions

  Patrick Kolpaczki, Viktor Bengs, Maximilian Muschalik, Eyke Hüllermeier

  13246-13255

  2024-03-24

• TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

  Jiexi Liu, Songcan Chen

  13918-13926

  2024-03-24

• Efficient Learning of PDEs via Taylor Expansion and Sparse Decomposition into Value and Fourier Domains

  Md Nasim, Yexiang Xue

  14422-14430

  2024-03-24

• ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion Models

  Maitreya Patel, Tejas Gokhale, Chitta Baral, Yezhou Yang

  14554-14562

  2024-03-24

• Multi-Level Cross-Modal Alignment for Image Clustering

  Liping Qiu, Qin Zhang, Xiaojun Chen, Shaotian Cai

  14695-14703

  2024-03-24

• CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning

  Chenyu Sun, Hangwei Qian, Chunyan Miao

  15145-15153

  2024-03-24

• Rethinking Graph Masked Autoencoders through Alignment and Uniformity

  Liang Wang, Xiang Tao, Qiang Liu, Shu Wu, Liang Wang

  15528-15536

  2024-03-24

• Reliable Conflictive Multi-View Learning

  Cai Xu, Jiajun Si, Ziyu Guan, Wei Zhao, Yue Wu, Xiyue Gao

  16129-16137

  2024-03-24

• Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation

  Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang

  16812-16820

  2024-03-24

• Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective

  Xuechen Zhang, Mingchen Li, Jiasi Chen, Christos Thrampoulidis, Samet Oymak

  16890-16898

  2024-03-24

• PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling

  Ruizhe Zhong, Junjie Ye, Zhentao Tang, Shixiong Kai, Mingxuan Yuan, Jianye Hao, Junchi Yan

  17087-17095

  2024-03-24

• Exact Algorithms and Lowerbounds for Multiagent Path Finding: Power of Treelike Topology

  Foivos Fioravantes, Dušan Knop, Jan Matyáš Křištan, Nikolaos Melissinos, Michal Opler

  17380-17388

  2024-03-24

• Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search

  Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig

  17514-17522

  2024-03-24

• Visual Instruction Tuning with Polite Flamingo

  Delong Chen, Jianfeng Liu, Wenliang Dai, Baoyuan Wang

  17745-17753

  2024-03-24

• UniCATS: A Unified Context-Aware Text-to-Speech Framework with Contextual VQ-Diffusion and Vocoding

  Chenpeng Du, Yiwei Guo, Feiyu Shen, Zhijun Liu, Zheng Liang, Xie Chen, Shuai Wang, Hui Zhang, Kai Yu

  17924-17932

  2024-03-24

• Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries

  Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

  18206-18215

  2024-03-24

• LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model

  Linmei Hu, Hongyu He, Duokang Wang, Ziwang Zhao, Yingxia Shao, Liqiang Nie

  18234-18242

  2024-03-24

• Learning Robust Rationales for Model Explainability: A Guidance-Based Approach

  Shuaibo Hu, Kui Yu

  18243-18251

  2024-03-24

• Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction

  Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru, Kuldeep Singh

  18327-18335

  2024-03-24

• Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis

  James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

  18390-18398

  2024-03-24