Publication Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads Abhinav Jangda, Jun Huang, Guodong Liu, Amir Hossein Nodehi Sabet, Saeed Maleki, Youshan Miao, Madan Musuvathi, Todd Mytkowicz, Olli Saarikivi ASPLOS 2022 | May 2021
Publication Agatha: Smart Contract for DNN Computation Zihan Zheng, Peichen Xie, Xian Zhang, Shuo Chen, Yang Chen, Xiaobing Guo, Guangzhong Sun, Guangyu Sun, Lidong Zhou May 2021 arXiv | May 2021
Publication Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle Yikang Shen, Shawn Tan, Alessandro Sordoni, Siva Reddy, Aaron Courville May 2021 arXiv | May 2021
Publication On the Validity of Arrest as a Proxy for Offense: Race and the Likelihood of Arrest for Violent Crimes Riccardo Fogliato, Alice Xiang, Zachary Lipton, Daniel Nagin, Alex Chouldechova 2021 AAAI/ACM Conference on AI, Ethics, and Society | May 2021
Publication Understanding the Representation and Representativeness of Age in AI Data Sets Joon Sung Park, Michael S. Bernstein, Robin N. Brewer, Ece Kamar, Meredith Ringel Morris 2021 AAAI/ACM Conference on AI, Ethics, and Society (AIES '21) | May 2021
Publication Acting with Style: Towards Designer-centred Reinforcement Learning for the Video Games Industry Batu Aytemiz, Mikhail Jacob, Sam Devlin CHI 2021 Workshop on Reinforcement Learning for Humans, Computer, and Interaction (RL4HCI) | May 2021 Project
Publication Bedtime Window: A Field Study Connecting Bedrooms of Long-Distance Couples Using a Slow Photo-Stream and Shared Real-Time Inking Jan Kučera, James Scott, Siân Lindley, Patrick Olivier CHI | May 2021
Publication Network Embedding on Hierarchical Community Structure Network Guojie Song, Yun Wang, Lun Du, Yi Li, Junshan Wang ACM Transactions on Knowledge Discovery from Data (TKDD) | May 2021, Vol 15(4)
Publication Approximation Theory of Convolutional Architectures for Time Series Modelling Haotian Jiang, Zhong Li, Qianxiao Li International Conference on Machine Learning | May 2021
Publication Tensor Programs IIb: Architectural Universality Of Neural Tangent Kernel Training Dynamics Greg Yang, Etai Littwin 2021 International Conference on Machine Learning | May 2021