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
Publication Towards Certifying L-infinity Robustness using Neural Networks with L-inf-dist Neurons Bohang Zhang, Tianle Cai, Zhou Lu, Di He, Liwei Wang 2021 International Conference on Machine Learning | July 2021
Publication TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer 2021 International Conference on Machine Learning | July 2021