Publication Dataset Dynamics via Gradient Flows in Probability Space David Alvarez-Melis, Nicolo Fusi ICML 2021 | July 2021
Publication The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu 2021 International Conference on Machine Learning | July 2021
Publication Safe Reinforcement Learning Using Advantage-Based Intervention Nolan Wagener, Byron Boots, Ching-An Cheng 2021 International Conference on Machine Learning | July 2021
Publication Model Performance Scaling with Multiple Data Sources Tatsunori Hashimoto ICML 2021 | July 2021
Publication UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data Chengyi Wang, Yu Wu, Yao Qian, Kenichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang 2021 International Conference on Machine Learning | July 2021
Publication SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels Kunal Dahiya, Ananye Agarwal, Deepak Saini, Gururaj K, Jian Jiao, Amit Singh, Sumeet Agarwal, Purushottam Kar, Manik Varma ICML 2021 | July 2021
Publication Interaction-Grounded Learning Tengyang Xie, John Langford, Paul Mineiro, Ida Momennejad 2021 International Conference on Machine Learning | July 2021
Publication Integrated Defense for Resilient Graph Matching Jiaxiang Ren, Zijie Zhang, Jiayin Jin, Xin Zhao, Sixing Wu, Yang Zhou, Yelong Shen, Tianshi Che, Ruoming Jin, Dejing Dou, Yelong Shen ICML 2021 | July 2021
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