Georgia Institute of Technology（佐治亚理工学院）

Fair Clustering with Minimum Representation Constraints

Connor Lawless, Oktay Gunluk

机构 * Department of Management Science and Engineering, Stanford University（斯坦福大学管理科学与工程系） ； H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology（佐治亚理工学院H. Milton Stewart工业与系统工程学院） 纠错

Comments arXiv admin note: text overlap with arXiv:2302.03151

Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning

Eli Chien, Haoyu Wang, Ziang Chen, Pan Li

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； Georgia Institute of Technology（佐治亚理工学院） ； Department of Mathematics（数学系） ； Massachusetts Institute of Technology（麻省理工学院） 纠错

Comments NeurIPS 2024 Spotlight. Revise calculation errors

TopoCut: Learning Multi-Step Cutting with Spectral Rewards and Discrete Diffusion Policies

Liquan Wang, Jiangjie Bian, Eric Heiden, Animesh Garg

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Nvidia（英伟达） 纠错

Causal Machine Learning for Surgical Interventions

J. Ben Tamo, Nishant S. Chouhan, Micky C. Nnamdi, Yining Yuan, Shreya S. Chivilkar, Wenqi Shi, Steven W. Hwang, B. Randall Brenn, May D. Wang

机构 * School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA（电气与计算机工程学院，佐治亚理工学院，亚特兰大，美国） ； School of Computational Science and Engineering, Georgia Institute of Technology, Atlanta, USA（计算科学与工程学院，佐治亚理工学院，亚特兰大，美国） ； School of Public Health, UT Southwestern Medical Center, Dallas, USA（公共卫生学院，德克萨斯西南医学中心，达拉斯，美国） ； Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA（沃克·赫·库勒生物医学工程学院，佐治亚理工学院和埃默里大学，亚特兰大，佐治亚州，美国） 纠错

Formal Safety Verification and Refinement for Generative Motion Planners via Certified Local Stabilization

Devesh Nath, Haoran Yin, Glen Chou

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments 10 pages, 12 figures

EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data

Ryan Punamiya, Dhruv Patel, Patcharapong Aphiwetsa, Pranav Kuppili, Lawrence Y. Zhu, Simar Kareer, Judy Hoffman, Danfei Xu

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments Accepted at 39th Conference on Neural Information Processing Systems (NeurIPS 2025) and Oral at Conference on Robot Learning (CoRL 2025)

The Open DAC 2025 Dataset for Sorbent Discovery in Direct Air Capture

Anuroop Sriram, Logan M. Brabson, Xiaohan Yu, Sihoon Choi, Kareem Abdelmaqsoud, Elias Moubarak, Pim de Haan, Sindy Löwe, Johann Brehmer, John R. Kitchin, Max Welling, C. Lawrence Zitnick, Zachary Ulissi, Andrew J. Medford, David S. Sholl

机构 * FAIR at Meta（Meta 的 FAIR 研究中心） ； School of Chemical and Biomolecular Engineering, Georgia Institute of Technology（佐治亚理工学院化学与生物分子工程学院） ； University of Tennessee-Oak Ridge Innovation Institute, Oak Ridge National Laboratory（田纳西大学奥本海默创新研究所） ； Department of Chemical Engineering, Carnegie Mellon University（卡内基梅隆大学化学工程系） 纠错

What are Foundation Models Cooking in the Post-Soviet World?

Anton Lavrouk, Tarek Naous, Alan Ritter, Wei Xu

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments Accepted to EMNLP 2025 Main Conference