The Quest for the Right Mediator: Surveying Mechanistic Interpretability Through the Lens of Causal Mediation Analysis
Aaron Mueller, Jannik Brinkmann, Millicent Li, Samuel Marks, Koyena Pal, Nikhil Prakash, Can Rager, Aruna Sankaranarayanan, Arnab Sen Sharma, Jiuding Sun, Eric Todd, David Bau, Yonatan Belinkov
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Boston University(波士顿大学)
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University of Mannheim(曼海姆大学)
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Northeastern University(东北大学)
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Anthropic(Anthropic公司)
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Massachusetts Institute of Technology(麻省理工学院)
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Stanford University(斯坦福大学)
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Technion – Israel Institute of Technology(技术学院–以色列理工学院)
Gradient-Free Training of Quantized Neural Networks
Noa Cohen, Omkar Joglekar, Dotan Di Castro, Vladimir Tchuiev, Shir Kozlovsky, Michal Moshkovitz
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Technion – Israel Institute of Technology(技术离子-以色列理工学院)
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Technical University of Munich(慕尼黑技术大学)
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Bosch Centre for Artificial Intelligence(博世人工智能中心)
Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum
Snir Hordan, Maya Bechler-Speicher, Gur Lifshitz, Nadav Dym
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Snir Hordan Faculty of Mathematics Department of Applied Mathematics Technion - Israel Institute of Technology(技术学院-以色列理工学院数学系应用数学系)
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Maya Bechler-Speicher Meta(Meta公司)
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Gur Lifshitz Blavatnik School of Computer Science Tel-Aviv University(特拉维夫大学Blavatnik计算机科学学院)
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Nadav Dym Faculty of Mathematics Faculty of Computer Science Technion - Israel Institute of Technology(技术学院-以色列理工学院数学系计算机科学系)
Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease
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Faculty of Data and Decision Sciences, Technion – Israel Institute of Technology(1 数据与决策科学学院,技术离子-以色列理工学院)
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Faculty of Biomedical Engineering, Technion – Israel Institute of Technology(2 生物医学工程学院,技术离子-以色列理工学院)
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Juliet Keidan Institute of Pediatric Gastroenterology, Hepatology and Nutrition, The Eisenberg R&D Authority, Shaare Zedek Medical Center, The Hebrew University School of Medicine(3 肝胆营养研究所,Eisenberg R&D机构,Shaare Zedek医疗中心,希伯来大学医学院)
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Pediatric Radiology Unit, Radiology Department, The Eisenberg R&D Authority, Shaare Zedek Medical Center, The Hebrew University of Jerusalem(4 儿童放射科单位,放射科部门,Eisenberg R&D机构,Shaare Zedek医疗中心,希伯来大学杰里科分校)
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Department of Mathematics, University of Chicago(芝加哥大学数学系)
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Departments of Mathematics, Computer Science, and Data and Decision Sciences, Technion(技术学院数学系、计算机科学系和数据与决策科学系)
Set Valued Predictions For Robust Domain Generalization
Ron Tsibulsky, Daniel Nevo, Uri Shalit
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Department of Computer Science, Tel Aviv University, Tel Aviv, Israel(特拉维夫大学计算机科学系)
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Department of Statistics and Operations Research, Tel Aviv University, Tel Aviv, Israel(特拉维夫大学统计与运筹学系)
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Department of Data and Decisions Science, Technion, Haifa, Israel(技术学院数据与决策科学系)
Physics Augmented Machine Learning Discovery of Composition-Dependent Constitutive Laws for 3D Printed Digital Materials
Steven Yang, Michal Levin, Govinda Anantha Padmanabha, Miriam Borshevsky, Ohad Cohen, D. Thomas Seidl, Reese E. Jones, Nikolaos Bouklas, Noy Cohen
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Sibley School of Mechanical and Aerospace Engineering, Cornell University(科林斯大学机械与航空航天工程学院)
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Department of Materials Science and Engineering, Technion - Israel Institute of Technology(技术学院-以色列理工学院材料科学与工程系)
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Sandia National Laboratories(桑地亚国家实验室)
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Center for Applied Mathematics, Ithaca, NY 14850(应用数学中心)
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Pasteur Labs, Brooklyn, NY 11205(帕斯特实验室)
Comments39 pages, 12 figures, journal article, submitted to Composites Part B: Engineering
The unstable formula theorem revisited via algorithms
Maryanthe Malliaris, Shay Moran
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Department of Mathematics, University of Chicago(芝加哥大学数学系)
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Departments of Mathematics, Computer Science, and Data and Decision Sciences, Technion and Google Research(技术研究院数学系、计算机科学系和数据与决策科学系,谷歌研究院)
Exploration-Exploitation Tradeoff in Universal Lossy Compression
Nir Weinberger, Ram Zamir
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Viterbi Faculty of Electrical and Computer Engineering, Technion – Israel Institute of Technology(维特比电气工程与计算机科学学院,技术学院–以色列理工学院)
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Department of Electrical Engineering-Systems, Tel Aviv University(电气工程-系统系,特拉维夫大学)
Meshi Bashari, Roy Maor Lotan, Yonghoon Lee, Edgar Dobriban, Yaniv Romano
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Department of Electrical and Computer Engineering, Technion IIT, Israel(技术学院电气与计算机工程系)
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Department of Statistics and Data Science, The Wharton School, University of Pennsylvania, USA(宾夕法尼亚大学沃顿商学院统计与数据科学系)
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Department of Computer Science, Technion IIT, Israel(技术学院计算机科学系)
Robust Conformal Outlier Detection under Contaminated Reference Data
Meshi Bashari, Matteo Sesia, Yaniv Romano
机构
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Department of Electrical and Computer Engineering, Technion IIT, Haifa, Israel(技术学院电子与计算机工程系)
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Department of Computer Science, Technion IIT, Haifa, Israel(技术学院计算机科学系)
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Department of Data Sciences and Operations, University of Southern California, Los Angeles, California, USA(南加州大学数据科学与运营系)
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Department of Computer Science, University of Southern California, Los Angeles, California, USA(南加州大学计算机科学系)