On Spectral Learning for Odeco Tensors: Perturbation, Initialization, and Algorithms
机构 * Department of Statistics, The Ohio State University（统计学系，俄亥俄州立大学） ； Department of Statistics, Columbia University（统计学系，哥伦比亚大学）
高校专区
Columbia University（哥伦比亚大学）
Physics-informed learning under mixing: How physical knowledge speeds up learning
机构 * Institute for Dynamic Systems and Control, ETH Zürich（动态系统与控制研究所，苏黎世联邦理工学院） ； Department of Electrical Engineering, Columbia University（电气工程系，哥伦比亚大学）
SVAC: Scaling Is All You Need For Referring Video Object Segmentation
机构 * Columbia University New York, USA（哥伦比亚大学） ； Carnegie Mellon University Pittsburgh, USA（卡内基梅隆大学） ； New York University New York, USA（纽约大学） ； Wuhan University Wuhan, China（武汉大学）
Comments This paper is accepted to BMVC 2025
Diffusion Generative Models Meet Compressed Sensing, with Applications to Imaging and Finance
机构 * Department of Industrial Engineering and Operations Research, Columbia University（工业工程与运筹学系，哥伦比亚大学） ； Department of Statistics, Columbia University（统计系，哥伦比亚大学）
Plug-and-Play 1.x-Bit KV Cache Quantization for Video Large Language Models
机构 * Zhejiang University（浙江大学） ； Westlake University（西湖大学） ； Columbia University（哥伦比亚大学） ； Rice University（Rice大学） ； Salesforce AI Research（Salesforce人工智能研究）
Comments 12 pages
Confidence Improves Self-Consistency in LLMs
机构 * Google Research（谷歌研究） ； The Hebrew University of Jerusalem（耶路撒冷希伯来大学） ； Columbia University（哥伦比亚大学）
Efficient Identification of High Similarity Clusters in Polygon Datasets
机构 * Columbia University in the city of New York（哥伦比亚大学）
Comments 11 pages, 3 figures
Continuous-Time Reinforcement Learning for Asset-Liability Management
机构 * Department of Industrial Engineering and Operations Research, Columbia University（工业工程与运筹学系，哥伦比亚大学）
Comments Accepted at the 6th ACM International Conference on AI in Finance (ICAIF 2025), 8 pages, 2 figures
Label-Guided Imputation via Forest-Based Proximities for Improved Time Series Classification
机构 * 1 Department of Statistics, Brigham Young University, Provo, UT, USA Emails ； 2 Department of Computer Science, Brigham Young University, Provo, UT, USA Email ； 3 Department of Public Health, Brigham Young University, Provo, UT, USA Email ； 4 Department of Neurology, Vagelos College of Physicians \& Surgeons, Columbia University, New York, NY, USA Email ； 5 Department of Neurology, Miller School of Medicine, University of Miami, Miami, FL, USA Email ； 6 Elmhurst Hospital Center, NYC Health + Hospitals, New York, NY, USA Email ； 7 Department of Mathematics \& Statistics, Utah State University, Logan, UT, USA Email
Comments 6 pages, one figure. Accepted at ICMLA 2025
Reasoning Isn't Enough: Examining Truth-Bias and Sycophancy in LLMs
机构 * Columbia University（哥伦比亚大学）
Comments Published at the ICML 2025 Workshop on Models of Human Feedback for AI Alignment
Multilingual Prompting for Improving LLM Generation Diversity
机构 * New York University（纽约大学） ； Columbia University（哥伦比亚大学）
Comments Accepted by EMNLP 2025
