Research Publications 220 publications Date 10 Dec 23 10 December 2023 Title Optimal Preconditioning and Fisher Adaptive Langevin Sampling Authors Michalis Titsias Venue NeurIPS 2023 Date 9 Dec 23 9 December 2023 Title Distributional Bellman Operators over Mean-embeddings Authors Li Kevin Wenliang, Grégoire Delétang, Matthew Aitchison, Marcus Hutter, Anian Ruoss, Arthur Gretton, Mark Rowland Venue arXiv Date 8 Dec 23 8 December 2023 Title POMRL: No-Regret Learning-to-Plan with IncreasingHorizons Authors Khimya Khetarpal, Claire Vernade, Brendan O'Donoghue, Satinder Singh, Tom Zahavy Venue NeurIPS Workshop 2023 Date 7 Dec 23 7 December 2023 Title Revisiting Dynamic Evaluation:Online Adaptation for LLMs Authors Amal Rannen-Triki, Jörg Bornschein, Alexandre Galashov, Razvan Pascanu, Michalis Titsias, Marcus Hutter, Andras Gyorgy, Yee Whye Teh Venue DistShift-NeurIPS 23 Date 6 Dec 23 6 December 2023 Title Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia Authors Alexander Sasha Vezhnevets, John P. Agapiou, Avia Aharon, Ron Ziv, Jayd Matyas, Edgar A. Duéñez-Guzmán, William A. Cunningham, Simon Osindero, Danny Karmon, Joel Z. Leibo Venue arXiv Date 6 Dec 23 6 December 2023 Title MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework Authors You-Jun Chen*, Hsin-Yi Hsieh*, Yu-Tung Lin*, Yingtao Tian, Bert Chan, Yu-Sin Liu*, Yi-Hsuan Lin*, Richard Tzong-Han Tsai* Venue EMNLP 2023 Date 6 Dec 23 6 December 2023 Title SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation Authors Elizabeth Clark, Shruti Rijhwani, Sebastian Gehrmann, Joshua Maynez, Roee Aharoni, Vitaly Nikolaev, Thibault Sellam, Aditya Siddhant, Dipanjan Das, Ankur Parikh Venue EMNLP 2023 Date 6 Dec 23 6 December 2023 Title A Benchmark for Reasoning with Spatial Prepositions Authors Iulia Comșa, Srini Narayanan Venue EMNLP 2023 Date 5 Dec 23 5 December 2023 Title Gaussian Process Probes (GPP) for Uncertainty-Aware Probing Authors Zi Wang, Alexander Ku, Jason Baldridge, Thomas L. Griffiths, Been Kim Venue NeurIPS 2023 Date 5 Dec 23 5 December 2023 Title RoboCat: A Self-Improving Foundation Agent for Robotic Manipulation Authors Yuxiang Zhou, Todor Davchev, Maria Bauza, Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Devin, Alex Lee Venue Transactions on Machine Learning Research (TMLR) Date 4 Dec 23 4 December 2023 Title Small batch deep reinforcement learning Authors Johan Obando Ceron, Marc G. Bellemare*, Pablo Castro Rivadeneira Venue NeurIPS 2023 Date 2 Dec 23 2 December 2023 Title RLHF and IIA: Perverse Incentives Authors Wanqiao Xu*, Shi Dong, Xiuyuan Lu, Grace Lam, Zheng Wen, Benjamin Van Roy Venue arXiv Date 29 Nov 23 29 November 2023 Title Accelerating Neural Field Training via Langevin Monte-Carlo Sampling Authors Shakiba Kheradmand, Daniel Rebain, Gopal Sharma, Hossam Isack, Abhishek Kar, Andrea Tagliasacchi, Kwang Moo Yi Venue CVPR 2024 Date 29 Nov 23 29 November 2023 Title Unsupervised Keypoints with Stable Diffusion Authors Eric Hedlin, Gopal Sharma, Shweta Mahajan, Hossam Isack, Abhishek Kar, Helge Rhodin, Andrea Tagliasacchi, Kwang Moo Yi Venue CVPR 2024 Date 29 Nov 23 29 November 2023 Title Universal Self-Consistency with Large Language Models Authors Xinyun Chen, Renat Aksitov, Uri Alon, Jie Ren, Kefan Xiao, Pengcheng Yin, Sushant Prakash, Charles Sutton, Xuezhi Wang, Denny Zhou Venue arXiv Date 29 Nov 23 29 November 2023 Title SODA: Bottleneck Diffusion Models for Representation Learning Authors Drew A. Hudson, Daniel Zoran, Mateusz Malinowski, Andrew Lampinen, Drew Jaegle, Jay Mcclelland, Loic Matthey, Felix Hill, Alexander Lerchner Venue CVPR 2024 Date 27 Nov 23 27 November 2023 Title Replay Across Experiments Authors Dhruva Tirumala, Thomas Lampe, Jose Enrique Chen, Tuomas Haarnoja, Sandy Huang, Guy Lever, Ben Moran, Tim Hertweck, Leonard Hasenclever, Martin Riedmiller, Nicolas Heess, Markus Wulfmeier Venue arXiv Date 23 Nov 23 23 November 2023 Title Scalable AI Safety via Doubly-Efficient Debate Authors Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras Venue arXiv Date 17 Nov 23 17 November 2023 Title No agent is an island: A social path to human-like artificial intelligence Authors Edgar A. Duéñez-Guzmán, Suzanne Sadedin, Jane X. Wang, Kevin R. McKee, Joel Z. Leibo Venue Nature Machine Intelligence Date 14 Nov 23 14 November 2023 Title GraphCast: Learned Global Weather Forecasting Authors Remi Lam, Alvaro Sanchez, Matthew Willson, Meire Fortunato, Peter Wirnsberger, Alexander Pritzel, Timo Ewalds, Zach Eaton-Rosen, Ferran Alet, Jacklynn Stott, Shakir Mohamed, ravuris , Oriol Vinyals, George Holland Venue Science Page 1 (first page) … Page 8 Page 9 Page 10 Page 11 (last page)