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Harvard University(哈佛大学)

共收录 1311
2505.22813 2025-06-05 cs.LG

X-Factor: Quality Is a Dataset-Intrinsic Property

Josiah Couch, Miao Li, Rima Arnaout, Ramy Arnaout

机构 * Department of Pathology, BIDMC(病理学系,布莱尔研究所医学中心) Department of Medicine, UCSF(医学系,旧金山加州大学) Bakar Institute for Computational Health Sciences, UCSF(计算健康科学巴卡研究所,旧金山加州大学) Center for Intelligent Imaging, UCSF(智能成像中心,旧金山加州大学) Division of Clinical Informatics, BIDMC(临床信息学分会,布莱尔研究所医学中心) Harvard Medical School(哈佛医学院)

Comments 13 pages, 7 figures

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2505.06459 2025-06-05 cs.LG cs.AI physics.comp-ph stat.ML

Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles

Pablo Flores, Olga Graf, Pavlos Protopapas, Karim Pichara

机构 * Departamento de Ciencia de la Computación, Pontificia Universidad Católica de Chile(计算机科学系,天主教智利大学) Department of Computer Science, University of Tübingen(计算机科学系,图宾根大学) John A. Paulson School of Engineering and Applied Sciences, Harvard University(工程与应用科学学院,哈佛大学)

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2501.07930 2025-06-05 cs.AI cs.NE

An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures

Thibaut Boissin, Franck Mamalet, Thomas Fel, Agustin Martin Picard, Thomas Massena, Mathieu Serrurier

机构 * Innovation \& Research Division, SNCF, France Kempner Institute, Harvard University, USA

Journal ref International Conference on Machine Learning, 2025, Vancouver, Canada

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2501.19318 2025-06-04 cs.AI

MINDSTORES: Memory-Informed Neural Decision Synthesis for Task-Oriented Reinforcement in Embodied Systems

Anirudh Chari, Suraj Reddy, Aditya Tiwari, Richard Lian, Brian Zhou

机构 * Massachusetts Institute of Technology(麻省理工学院) Illinois Mathematics and Science Academy(伊利诺伊数学与科学学院) Harvard University(哈佛大学)

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2506.01936 2025-06-03 cs.GT cs.LG

Should Decision-Makers Reveal Classifiers in Online Strategic Classification?

Han Shao, Shuo Xie, Kunhe Yang

机构 * Harvard University(哈佛大学) TTIC UC Berkeley(伯克利大学)

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2408.03505 2025-06-03 cs.CL cs.AI cs.DC

Optimus: Accelerating Large-Scale Multi-Modal LLM Training by Bubble Exploitation

Weiqi Feng, Yangrui Chen, Shaoyu Wang, Yanghua Peng, Haibin Lin, Minlan Yu

机构 * Harvard University(哈佛大学) Bytedance(字节跳动) University of Southern California(南加州大学)

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2506.01741 2025-06-03 cs.LG

Automated Manifold Learning for Reduced Order Modeling

Imran Nasim, Melanie Weber

机构 * IBM UK(IBM英国分公司) Department of Mathematics University of Surrey(Surrey大学数学系) School of Engineering and Applied Sciences Harvard University(哈佛大学工程与应用科学学院)

Comments 17 pages, 6 figures

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2506.01685 2025-06-03 cs.GT cs.LG

Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts

Benjamin Schiffer, Mark Sellke

机构 * Harvard University(哈佛大学)

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2506.01430 2025-06-03 cs.CV

DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing

Chenxi Xie, Minghan Li, Shuai Li, Yuhui Wu, Qiaosi Yi, Lei Zhang

机构 * The Hong Kong Polytechnic University(香港理工大学) OPPO Research Institute(OPPO研究院) Harvard AI and Robotics Lab(哈佛大学人工智能与机器人实验室) Harvard University(哈佛大学)

Comments Project URL: https://xiechenxi99.github.io/DNAEdit

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2506.00900 2025-06-03 cs.CL

SocialEval: Evaluating Social Intelligence of Large Language Models

Jinfeng Zhou, Yuxuan Chen, Yihan Shi, Xuanming Zhang, Leqi Lei, Yi Feng, Zexuan Xiong, Miao Yan, Xunzhi Wang, Yaru Cao, Jianing Yin, Shuai Wang, Quanyu Dai, Zhenhua Dong, Hongning Wang, Minlie Huang

机构 * The CoAI Group, DCST, Tsinghua University(清华大学计算机科学与技术系) Harvard University(哈佛大学) University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Beijing Jiaotong University(北京交通大学) Peking University(北京大学) Nankai University(南开大学) Northwest Minzu University(西北民族大学) University of Pennsylvania(宾夕法尼亚大学) Huawei Noah’ Ark Lab(华为诺亚实验室)

Comments ACL 2025, Repository: \url{https://github.com/thu-coai/SocialEval}

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2506.00627 2025-06-03 cs.GT cs.AI

The Disparate Effects of Partial Information in Bayesian Strategic Learning

Srikanth Avasarala, Serena Wang, Juba Ziani

机构 * Georgia Institute of Technology(佐治亚理工学院) Harvard University(哈佛大学)

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2505.19110 2025-06-03 cs.CV cs.AI cs.LG

An Interpretable Representation Learning Approach for Diffusion Tensor Imaging

Vishwa Mohan Singh, Alberto Gaston Villagran Asiares, Luisa Sophie Schuhmacher, Kate Rendall, Simon Weißbrod, David Rügamer, Inga Körte

机构 * Department of Statistics, Ludwig-Maximilians-Universität München(统计系,路德维希-马克西米利安大学慕尼黑) cBRAIN, Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, Ludwig-Maximilians-Universität München(cBRAIN,儿童与青少年精神病学、精神病学与心理治疗系,路德维希-马克西米利安大学慕尼黑) Munich Center for Machine Learning(慕尼黑机器学习中心) Psychiatry Neuroimaging Laboratory, Mass General Brigham Academic Medical Centers, Psychiatry Department(精神病影像实验室,马萨诸塞总医院学术医疗中心,精神病科) Harvard Medical School(哈佛医学院)

Comments Accepted for publication at MIDL 2025

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2505.18306 2025-06-03 cs.CV

CTRL-GS: Cascaded Temporal Residue Learning for 4D Gaussian Splatting

Karly Hou, Wanhua Li, Hanspeter Pfister

机构 * Harvard University(哈佛大学)

Comments Accepted to 4D Vision Workshop @ CVPR 2025

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2411.18672 2025-06-03 cs.CV

FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models

Alice Heiman, Xiaoman Zhang, Emma Chen, Sung Eun Kim, Pranav Rajpurkar

机构 * Stanford University, USA(斯坦福大学) Harvard University, USA(哈佛大学)

Comments Accepted to CVPR 2025

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2307.14634 2025-06-03 cs.AI cs.CR cs.CV cs.LG eess.IV

Fact-Checking of AI-Generated Reports

Razi Mahmood, Diego Machado Reyes, Ge Wang, Mannudeep Kalra, Pingkun Yan

机构 * Department of Biomedical Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute(生物医学工程系和生物技术与跨学科研究中心,罗切斯特理工学院) Department of Radiology, Massachusetts General Hospital, Harvard Medical School(放射科,麻省总医院,哈佛医学院)

Comments 10 pages, 3 figures, 3 tables

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2203.14523 2025-06-03 cs.CV cs.AI

Translation Consistent Semi-supervised Segmentation for 3D Medical Images

Yuyuan Liu, Yu Tian, Chong Wang, Yuanhong Chen, Fengbei Liu, Vasileios Belagiannis, Gustavo Carneiro

机构 * Australian Institute for Machine Learning, University of Adelaide(澳大利亚机器学习研究所,阿德莱德大学) Harvard Ophtalmology AI Lab of Schepens Eye Research Institute, Harvard Medical School(哈佛施佩尔眼科研究所眼科人工智能实验室,哈佛医学院) College of Electronic and Information Engineering, Tongji University(同济大学电子与信息学院) School of Electrical and Computer Engineering, Cornell University and Cornell Tech(康奈尔大学电气与计算机工程学院及康奈尔科技) Faculty of Engineering of the Friedrich-Alexander-Universität Erlangen-Nürnberg(埃朗根-纽伦堡弗里德里希-亚历山大大学工程学院) Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey(视觉、语音和信号处理中心(CVSSP), Surrey大学)

Comments 17 pages, 10 Figures and 6 Tables

Journal ref published in IEEE TRANSACTIONS ON MEDICAL IMAGING, FEB 2025

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2501.00659 2025-06-03 cs.LG cs.CL

Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? Revisiting a Petroglyph

Kazuki Irie

机构 * Harvard University(哈佛大学)

Comments Accepted to ACL 2025 Findings, Short paper

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2308.13135 2025-06-02 stat.ML cs.LG

Nonparametric Additive Value Functions: Interpretable Reinforcement Learning with an Application to Surgical Recovery

Patrick Emedom-Nnamdi, Timothy R. Smith, Jukka-Pekka Onnela, Junwei Lu

机构 * Department of Biostatistics, Harvard University(哈佛大学生物统计学系)

Comments 28 pages, 13 figures

Journal ref Ann. Appl. Stat. 19(2): 1448-1472 (June 2025)

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2305.06378 2025-06-02 quant-ph cs.LG

Discovery of Optimal Quantum Error Correcting Codes via Reinforcement Learning

Vincent Paul Su, ChunJun Cao, Hong-Ye Hu, Yariv Yanay, Charles Tahan, Brian Swingle

机构 * Center for Theoretical Physics & Department of Physics, University of California, Berkeley, CA 94720, USA(加州大学伯克利分校理论物理中心及物理系) Joint Center for Quantum Information and Computer Science, University of Maryland, College Park, MD, 20742, USA(马里兰大学量子信息与计算机科学联合中心) Institute for Quantum Information and Matter, California Institute of Technology, Pasadena, CA, 91125, USA(加州理工学院量子信息与物质研究所) Department of Physics, Virginia Tech, Blacksburg, VA, 24060, USA(弗吉尼亚理工学院物理系) Department of Physics, University of California San Diego, La Jolla, CA 92093, USA(加州大学圣地亚哥分校物理系) Department of Physics, Harvard University, 17 Oxford Street, Cambridge, MA 02138, USA(哈佛大学物理系) Harvard Quantum Initiative, Harvard University, 17 Oxford Street, Cambridge, MA 02138, USA(哈佛大学量子倡议) Laboratory for Physical Sciences, 8050 Greenmead Dr., College Park, MD 20740, USA(物理科学实验室) Department of Physics, Brandeis University, Waltham, Massachusetts 02453, USA(布兰迪大学物理系)

Comments 10 pages + appendices; v2 figure updated and note added

Journal ref Phys. Rev. Applied 23, 034048 (2025)

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2505.23844 2025-06-02 cs.CL

Enabling Flexible Multi-LLM Integration for Scalable Knowledge Aggregation

Zhenglun Kong, Zheng Zhan, Shiyue Hou, Yifan Gong, Xin Meng, Pengwei Sui, Peiyan Dong, Xuan Shen, Zifeng Wang, Pu Zhao, Hao Tang, Stratis Ioannidis, Yanzhi Wang

机构 * Northeastern University(东北大学) Peking University(北京大学) Harvard University(哈佛大学) Google(谷歌)

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2505.23160 2025-05-30 eess.SP cs.LG

Topological Adaptive Least Mean Squares Algorithms over Simplicial Complexes

Lorenzo Marinucci, Claudio Battiloro, Paolo Di Lorenzo

机构 * Department of Statistics, Sapienza University of Rome(罗马大学统计系) Biostatistics Department of Harvard University(哈佛大学生物统计学系) Department of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome(罗马大学信息工程、电子与电信系)

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2505.23094 2025-05-30 cs.LG cs.CL

MAP: Revisiting Weight Decomposition for Low-Rank Adaptation

Chongjie Si, Zhiyi Shi, Yadao Wang, Xiaokang Yang, Susanto Rahardja, Wei Shen

机构 * Shanghai Jiao Tong University(上海交通大学) Harvard University(哈佛大学) Alibaba Group(阿里巴巴集团) Singapore Institute of Technology(新加坡科技学院)

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2505.22939 2025-05-30 cs.GT cs.AI cs.LG

Generative Social Choice: The Next Generation

Niclas Boehmer, Sara Fish, Ariel D. Procaccia

机构 * Hasso Plattner Institute(哈索普拉特纳研究所) Harvard University(哈佛大学)

Comments Accepted to ICML 2025

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2505.22866 2025-05-30 cs.LG cs.AI

Scaling Offline RL via Efficient and Expressive Shortcut Models

Nicolas Espinosa-Dice, Yiyi Zhang, Yiding Chen, Bradley Guo, Owen Oertell, Gokul Swamy, Kiante Brantley, Wen Sun

机构 * Cornell University(康奈尔大学) Carnegie Mellon University(卡内基梅隆大学) Harvard University(哈佛大学)

Comments 32 pages, 5 figures. Under review at NeurIPS 2025

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2505.13774 2025-05-30 cs.AI

Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models

Zidi Xiong, Shan Chen, Zhenting Qi, Himabindu Lakkaraju

机构 * Harvard University(哈佛大学)

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2502.04350 2025-05-30 cs.CL cs.AI cs.LG cs.SC cs.SE

CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance

Yongchao Chen, Yilun Hao, Yueying Liu, Yang Zhang, Chuchu Fan

机构 * Massachusetts Institute of Technology, Boston, MA, USA(麻省理工学院) Harvard University, Boston, MA, USA(哈佛大学) MIT-IBM Watson AI Lab, Boston, MA, USA(MIT-IBM Watson AI实验室) University of Illinois Urbana-Champaign, Urbana, IL, USA(伊利诺伊大学厄巴纳-香槟分校)

Comments 28 pages, 12 figures

Journal ref International Conference on Machine Learning (ICML'2025)

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2501.18887 2025-05-30 cs.LG cs.AI

Towards Unified Attribution in Explainable AI, Data-Centric AI, and Mechanistic Interpretability

Shichang Zhang, Tessa Han, Usha Bhalla, Himabindu Lakkaraju

机构 * Harvard University(哈佛大学)

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2505.21987 2025-05-29 cs.LG

ACE: Exploring Activation Cosine Similarity and Variance for Accurate and Calibration-Efficient LLM Pruning

Zhendong Mi, Zhenglun Kong, Geng Yuan, Shaoyi Huang

机构 * Stevens Institute of Technology(史蒂文斯理工学院) Harvard University(哈佛大学) University of Georgia(佐治亚大学)

Comments 9 pages, 2 figures, 13 tables

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2402.14807 2025-05-29 cs.MA cs.AI cs.LG

A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health

Nikhil Behari, Edwin Zhang, Yunfan Zhao, Aparna Taneja, Dheeraj Nagaraj, Milind Tambe

机构 * MIT(麻省理工学院) Harvard University(哈佛大学) GE Healthcare(通用电气医疗) Google(谷歌)

Journal ref Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

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2311.04378 2025-05-29 cs.LG cs.CL cs.CR

Watermarks in the Sand: Impossibility of Strong Watermarking for Generative Models

Hanlin Zhang, Benjamin L. Edelman, Danilo Francati, Daniele Venturi, Giuseppe Ateniese, Boaz Barak

机构 * Harvard University(哈佛大学) George Mason University(乔治·马歇尔大学) Sapienza University of Rome(罗马大学)

Comments ICML 2024. Website: https://hanlin-zhang.com/impossibility-watermarks

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