Publication Feedback-Driven Semi-Supervised Synthesis of Program Transformations Xiang Gao, Shraddha Barke, Arjun Radhakrishna, Gustavo Soares, Sumit Gulwani, Alan Leung, Nachi Nagappan, Ashish Tiwari OOPSLA | October 2020 Video Video Project
Publication Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari, Xingdi Yuan, Marc-Alexandre Côté, Mikulas Zelinka, Marc-Antoine Rondeau, Romain Laroche, Pascal Poupart, Jian Tang, Adam Trischler, William L. Hamilton NeurIPS 2020 | October 2020
Publication Molecular estimation of neurodegeneration pseudotime in older brains Sumit Mukherjee, Laura Heath, Christoph Preuss, Suman Jayadev, Gwenn Garden, Anna Greenwood, Solveig Sieberts, Phillip De Jager, Nilufer Ertekin-Taner, Gregory Carter, Lara Mangravite, Benjamin Logsdon October 2020 Accepted to Nature Communications
Publication ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool Gellert Weisz, András György, Wei-I Lin, Devon Graham, Kevin Leyton-Brown, Csaba Szepesvari, Brendan Lucier NeurIPS 2020 | October 2020
Publication Information Theoretic Regret Bounds for Online Nonlinear Control Sham Kakade, Akshay Krishnamurthy, Kendall Lowrey, Motoya Ohnishi, Wen Sun NeurIPS 2020 | October 2020
Publication Learning Semantic-aware Normalization for Generative Adversarial Networks Jianlong Fu NeurIPS 2020 | October 2020 Project
Publication Multi-Fact Correction in Abstractive Text Summarization Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, JJ (Jingjing) Liu The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020) | October 2020
Publication Contrastive Distillation on Intermediate Representations for Language Model Compression Siqi Sun, Zhe Gan, Yu Cheng, Yuwei Fang, Shuohang Wang, JJ (Jingjing) Liu The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020) | October 2020
Publication Fully Dynamic Algorithm for Constrained Submodular Optimization Silvio Lattanzi, Slobodan Mitrović, Ashkan Norouzi-Fard, Jakub Tarnawski, Morteza Zadimoghaddam NeurIPS 2020 | October 2020
Publication Provably adaptive reinforcement learning in metric spaces Tongyi Cao, Akshay Krishnamurthy NeurIPS 2020 | October 2020