Publication Rethinking Aleatoric and Epistemic Uncertainty Freddie Bickford-Smith, Jannik Kossen, Eleanor Trollope, Mark van der Wilk, Adam Foster, Tom Rainforth ICML 2025 | December 2024
Publication Automatic parallelism strategy generation with minimal memory redundancy Yanqi Shi, Peng Liang, Hao Zheng, Linbo Qiao, Dongsheng Li Frontiers of Information Technology & Electronic Engineering | December 2024, Vol 26: pp. 109-118
Publication Exploiting Domain-Specific Parallel Data on Multilingual Language Models for Low-Resource Language Translation Surangika Ranathungaa, Shravan Nayak, Shih-Ting Cindy Huang, Yanke Mao, Tong Su, Yun-Hsiang Ray Chan, Songchen Yuan, Anthony Rinaldi, Annie Lee ACM Transactions on Asian and Low-Resource Language Information Processing | December 2024, Vol 25: pp. 1-34
Publication Bootstrap Your Own Context Length Liang Wang, Nan Yang, Xingxing Zhang, Xiaolong Huang, Furu Wei ArXiv | December 2024
Publication What Constitutes a Less Discriminatory Algorithm? Benjamin Laufer, Manish Raghavan, Solon Barocas Proceedings of the 2025 Symposium on Computer Science and Law | December 2024 Symposium on Computer Science and Law
Publication From Models to Microtheories: Distilling a Model’s Topical Knowledge for Grounded Question Answering Nathaniel Weir, Bhavana Dalvi, Orion Weller, Oyvind Tafjord, Sam Hornstein, Alexander Sabol, P. Jansen, Ben Van Durme, Peter Clark ICLR 2025 | December 2024
Publication Trace is the Next AutoDiff: Generative Optimization with Rich Feedback, Execution Traces, and LLMs Ching-An Cheng, Allen Nie, Adith Swaminathan NeurIPS 2024 | December 2024 NeurIPS Expo Demo Access
Publication Holographic Storage for the Cloud: advances and challenges Nathanael Cheriere, Jiaqi Chu, Grace Brennan, Pashmina Cameron, Pedro F. da Costa, Jannes Gladrow, Guilherme Ilunga, Douglas J. Kelly, Sarah Lewis, Joowon Lim, Giorgio Maltese, Tony Mason, Greg O'Shea, Soujanya Ponnapalli, Michael Rudow, Alan Sanders, Theano Stavrinos, Xingbo Wu, Mengyang Yang, Dushyanth Narayanan, Benn Thomsen, Ant Rowstron ACM Transactions on Storage | December 2024
Publication When Can Proxies Improve the Sample Complexity of Preference Learning? Yuchen Zhu, Daniel Augusto de Souza, Zhengyan Shi, Mengyue Yang, Pasquale Minervini, Alexander D'Amour, Matt J. Kusner ICML 2025 | December 2024
Publication Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres CVPR Workshop | December 2024 Project Project Project