Publication Explaining Machine Learning Classifiers through Diverse Counterfactual Examples Ramaravind K. Mothilal, Amit Sharma, Chenhao Tan ACM Conference on Fairness, Accountability, and Transparency | January 2020 Github Project Project
Publication Image to Video Domain Adaptation Using Web Supervision Andrew Kae, Yale Song Winter Conference on Applications of Computer Vision (WACV) | January 2020
Publication Decentralized Langevin Dynamics for Bayesian Learning A. Parayil, He Bai, J. George, P. Gurram Neural Information Processing Systems | January 2020
Publication Leveraging Commercial and Other Innovation for Future U.S. Navy Data Warfare Needs Burnadette Johnson, Arthur Barber, Gregory Crawford, Ashley J. Llorens, National Academies of Sciences, Engineering, and Medicine Published by The National Academies Press | January 2020
Publication Improving Knowledge Distillation of CTC-Trained Acoustic Models With Alignment-Consistent Ensemble and Target Delay Haisong Ding, Kai Chen, Qiang Huo IEEE Transactions on Audio, Speech, and Language Processing | January 2020, Vol 28: pp. 2561-2571
Publication Extending Relational Query Processing with ML Inference Konstantinos Karanasos, Matteo Interlandi, Doris Xin, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Supun Nakandal, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino Conference on Innovative Data Systems Research (CIDR) | January 2020
Publication Towards Human-Centric Deep Video Understanding Wenjun Zeng APSIPA Transactions on Signal and Information Processing | January 2020, Vol 9
Publication Adoption of Artificial Intelligence and Machine Learning Is Increasing, but Irrational Exuberance Remains Ziad Obermeyer, James N. Weinstein NEJM Catalyst | January 2020, Vol 1(1)
Publication How do fair decisions fare in long-term qualification? Xueru Zhang, Ruibo Tu, Yang Liu, Mingyan Liu, Hedvig Kjellström, Kun Zhang, Cheng Zhang 2020 Neural Information Processing Systems | January 2020
Publication When not to design, build, or deploy Solon Barocas, Asia J. Biega, Benjamin Fish, Jędrzej Niklas, Luke Stark 2020 Conference on Fairness, Accountability, and Transparency (FAT* ’20) | January 2020