Publication A Graph Embedding Approach to User Behavior Anomaly Detection Alexander Modell, Jonathan Larson, Melissa Turcotte, Anna Bertiger GTA³ 2.0: The 5th IEEE Big Data Workshop on Graph Techniques for Adversarial Activity Analytics | December 2021
Publication A Human-Centered Agenda for Intelligible Machine Learning Jennifer Wortman Vaughan, Hanna Wallach In Machines We Trust: Perspectives on Dependable AI | Published by MIT Press | 2021 Project
Publication Unsupervised Machine Learning framework for sensor placement optimization: analyzing methane leaks Shirui Wang, Sara Malvar, Leonardo Nunes, Kim Whitehall, Yagna Oruganti, Yazeed Alaudah, Anirudh Badam NeurIPS 2021 Workshop Tackling Climate Change with Machine Learning | December 2021 Project
Publication MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather Sylwester Klocek, Haiyu Dong, Matthew Dixon, Panashe Kanengoni, Najeeb Kazmi, Pete Luferenko, Zhongjian Lv, Shikhar Sharma, Jonathan Weyn, Siqi Xiang NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning | December 2021
Publication A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio Naoyuki Kanda, Xiong Xiao, Jian Wu, Tianyan Zhou, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka ASRU 2021 | December 2021 Project Project
Publication Continuous Mean-Covariance Bandits Yihan Du, Siwei Wang, Zhixuan Fang, Longbo Huang Neural Information Processing Systems | December 2021
Publication ValueNet: A New Dataset for Human Value Driven Dialogue System Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu AAAI 2022 | December 2021
Publication ADD: Augmented Disentanglement Distillation Framework for Improving Stock Trend Forecasting Hongshun Tang, Lijun Wu, Weiqing Liu, Jiang Bian December 2021 arXiv | December 2021 Project
Publication Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition Kenichi Kumatani, Robert Gmyr, Felipe Cruz Salinas, Linquan Liu, Wei Zuo , Devang Patel, Eric Sun, Yu Shi CoRR | December 2021
Publication Pruning Pretrained Encoders with a Multitask Objective Patrick Xia, Richard Shin ENLSP NeurIPS 2021 | December 2021