Publication Incentivizing Compliance with Algorithmic Instruments Dung Ngo, Logan Stapleton, Vasilis Syrgkanis, Steven Wu 2021 International Conference on Machine Learning | July 2021
Publication Decomposed Mutual Information Estimation for Contrastive Representation Learning Alessandro Sordoni, Nouha Dziri, Hannes Schulz, Geoff Gordon, Philip Bachman, Remi Tachet des Combes 2021 International Conference on Machine Learning | July 2021
Publication Accuracy, Interpretability, and Differential Privacy via Explainable Boosting Harsha Nori, Rich Caruana, Zhiqi Bu, Judy Hanwen Shen, Janardhan (Jana) Kulkarni 2021 International Conference on Machine Learning | July 2021 Project
Publication Memory-Efficient Pipeline-Parallel DNN Training Deepak Narayanan, Amar Phanishayee, Kaiyu Shi, Xie Chen, Matei Zaharia International Conference on Machine Learning (ICML 2021) | July 2021 Project
Publication Quantum algorithms for reinforcement learning with a generative model Daochen Wang, Aarthi Sundaram, Robin Kothari, Ashish Kapoor, Martin Roetteler 2021 International Conference on Machine Learning | July 2021
Publication Provably Correct Optimization and Exploration with Non-linear Policies Fei Feng, Wotao Yin, Alekh Agarwal, Lin Yang 2021 International Conference on Machine Learning | July 2021
Publication On the Problem of Underranking in Group-Fair Ranking Sruthi Gorantla, Amit Deshpande, Anand Louis 2021 International Conference on Machine Learning | July 2021
Publication Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Hai Liu, Deng Cai, Xiaofei He, Wei Liu ICML 2021 | July 2021
Publication Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui 2021 International Conference on Machine Learning (ICML) | July 2021
Publication Characterizing Fairness Over the Set of Good Models Under Selective Labels Amanda Coston, Ashesh Rambachan, Alex Chouldechova International Conference on Machine Learning | July 2021