Publication A general class of surrogate functions for stable and efficient reinforcement learning Sharan Vaswani, Olivier Bachem, Simone Totaro, Robert Müller, Shivam Garg, Matthieu Geist, Marlos C. Machado, Pablo Samuel Castro, Nicolas Le Roux International Conference on Artificial Intelligence and Statistics | March 2022
Publication The crowd is made of people: Observations from large-scale crowd labelling Paul Thomas, Gabriella Kazai, Ryen W. White, Nick Craswell ACM SIGIR Conference on Human Information Interaction and Retrieval | March 2022
Publication Population-scale dietary interests during the COVID-19 pandemic. Kristina Gligoric, Arnaud Chiolero, Emre Kiciman, Ryen W. White, Robert West Nature Communications | February 2022, Vol 13(1073) Video Project
Publication Developing Mixed Reality Applications with Platform for Situated Intelligence Sean Andrist, Dan Bohus, Ashley Feniello, Nick Saw 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) | February 2022, pp. 48-50
Publication The Price of Secrecy: How Hiding Internal DRAM Topologies Hurts Rowhammer Defenses Stefan Saroiu, Alec Wolman, Lucian Cojocar International Reliability Physics Symposium | February 2022 Project
Publication Multimodal Dialogue Response Generation Qingfeng Sun, Yujing Wang, Can Xu, Kai Zheng, Yaming Yang, Huang Hu, Fei Xu, Jessica Zhang, Xiubo Geng, Daxin Jiang (姜大昕) ACL 2022 | February 2022
Publication Integrating DNA Encapsulates and Digital Microfluidics for Automated Data Storage in DNA Philipp L. Antkowiak, Julian Koch, Bichlien Nguyen, Wendelin J. Stark, Karin Strauss, Luis Ceze, Robert N. Grass Small | February 2022
Publication FORCE: A Framework of Rule-Based Conversational Recommender System Jun Quan, Ze Wei, Qiang Gan, Jingyi Yao, Jingyi Lu, Yuchen Dong, Yiming Liu, Yi Zeng, Chao Zhang, Yongzhi Li (李永智), Huang Hu, Yingying He, Yang Yang, Daxin Jiang (姜大昕) AAAI 2022 | February 2022
Publication PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks Yufei Wang, Can Xu, Qingfeng Sun, Huang Hu, Chongyang Tao, Xiubo Geng, Daxin Jiang (姜大昕) ACL 2022 | February 2022
Publication Predicting the impact of treatments over time with uncertainty aware neural differential equations Edward De Brouwer, Javier González, Stephanie Hyland International Conference on Artificial Intelligence and Statistics (AISTATS 2022) | February 2022