Publication Learning To Limit Data Collection Via Scaling Laws: Data Minimization Compliance In Practice Samira Shabanian, Divya Shanmugam, Fernando Diaz, Michèle Finck, Asia Biega July 2021 arXiv | July 2021
Publication Responsible computing during COVID-19 and beyond Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf Communications of the ACM | July 2021, Vol 67(7): pp. 30-32 https://doi.org/10.1145/3466612
Publication Neural Methods for Effective, Efficient, and Exposure-Aware Information Retrieval (Dissertation Abstract) Bhaskar Mitra SIGIR Forum | July 2021, Vol 55(1)
Publication Measuring algorithmically infused societies Claudia Wagner, Markus Strohmaier, Alexandra Olteanu, Emre Kiciman, Noshir Contractor, Tina Eliassi-Rad Nature | June 2021, Vol 595: pp. 197-204
Publication Predicting Unreliable Predictions by Shattering a Neural Network Xu Ji, Razvan Pascanu, Devon Hjelm, Andrea Vedaldi, Balaji Lakshminarayanan, Yoshua Bengio June 2021 arXiv | June 2021
Publication Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He ACL-IJCNLP 2021 | 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 Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, Devon Hjelm, Alessandro Sordoni, Aaron Courville May 2021 arXiv | May 2021
Publication Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Honglak Lee, Mehdi Fatemi 2021 International Conference on Machine Learning | May 2021
Publication Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli, Mehdi Fatemi, Petar Kormushev 2021 International Conference on Learning Representations (ICLR’21) | May 2021
Research
Research