Publication DynaTune: Dynamic Tensor Program Optimization in Deep Neural Network Compilation Minjia Zhang, Menghao Li, Chi Wang, Mingqin Li The Ninth International Conference on Learning Representations (ICLR 2021) | May 2021 Project
Publication Deep Interactive Bayesian Reinforcement Learning via Meta-Learning Luisa Zintgraf, Sam Devlin, Kamil Ciosek, Shimon Whiteson, Katja Hofmann 20th International Conference on Autonomous Agents and Multiagent Systems | May 2021 Video Project
Publication Self-Supervised Learning of Compressed Video Representations Youngjae Yu, Sangho Lee, Gunhee Kim, Yale Song International Conference on Learning Representations (ICLR) | May 2021
Publication Unsupervised Background Removal by Dual-Modality PET/CT Guidance: Application to PSMA Imaging of Metastases Ivan Klyuzhin, Yixi Xu, Sara Harsini, Anthony Ortiz, Carlos Uribe, Juan M. Lavista Ferres, Arman Rahmim Journal of Nuclear Medicine | May 2021 Project
Publication Privacy-preserving decentralized aggregation for federated learning Beomyeol Jeon, SM Ferdous, Muntasir Raihan Rahman, Anwar Walid IEEE INFOCOM 2021 – IEEE Conference on Computer Communications Workshops (INFOCOM WORKSHOPS) | May 2021
Publication F3: Fault Forecasting Framework for Cloud Systems Pu Zhao, Chuan Luo, Bo Qiao, Youjiang Wu, Yingnong Dang, Murali Chintalapati, Susy Yi, Paul Wang, Andrew Zhou, Saravanakumar Rajmohan, Qingwei Lin, Dongmei Zhang May 2021 May 2021 Project
Publication Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, Duncan Wadsworth, Hanna Wallach AIES 2021 | May 2021
Publication Retrieval Augmented Code Generation and Summarization. M. Rizwan Parvez, Wasi Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang Empirical Method in Natural Language Processing (EMNLP-findings) – 2021 | May 2021
Publication Automatic Debiased Machine Learning via Neural Nets for Generalized Linear Regression Victor Chernozhukov, Whitney K. Newey, Victor Quintas-Martinez, Vasilis Syrgkanis April 2021 arXiv | April 2021