Publication LearnIR: WSDM 2018 Workshop on Learning from User Interactions Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
Publication Weighted Voting Via No-Regret Learning Nika Haghtalab, Ritesh Noothigattu, Ariel D. Procaccia Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI), 2018 | February 2018
Publication Automated Scalable Framework for Streaming-based Causal Bayesian Learning Using FPGAs Field-Programmable Gate Arrays (FPGA) | February 2018
Publication Variance Reduction for Policy Gradient Using Action-Dependent Factorized Baselines Aravind Rajeswaran, Yan Duan, Vikash Kumar, Alexandre M Bayen, Sham Kakade, Igor Mordatch, Pieter Abbeel International Conference on Learning Representations (ICLR) | February 2018
Publication Identifying emotional support in online health communities Hamed Khanpour (hakhanpo), Cornelia Caragea, Prakhar Biyani AAAI | February 2018
Publication Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin AAAI 2018 | February 2018 Project
Publication The Externalities of Exploration and How Data Diversity Helps Exploitation Manish Raghavan, Aleksandrs Slivkins, Jennifer Wortman Vaughan, Zhiwei Steven Wu 31st Annual Conference on Learning Theory | February 2018
Publication Question-Answering with Grammatically-Interpretable Representations Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng AAAI-18: Thirty-Second AAAI Conference on Artificial Intelligence | February 2018 Project
Publication FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang, Chenguang Zhu, Yelong Shen, Weizhu Chen Sixth International Conference on Learning Representations, ICLR 2018 | January 2018
Publication AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He CVPR 2018 | January 2018