Alekh Agarwal

Alekh Agarwal

Google Inc. - California / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4378750
person_outline Alekh Agarwal's MOST POPULAR ARTICLES
1-) Dual averaging for distributed optimization: Convergence analysis and network scalingJC Duchi, A Agarwal, MJ WainwrightIEEE Transactions on Automatic control 57 (3), 592-606, 201112082011
2-) A reductions approach to fair classificationA Agarwal, A Beygelzimer, M Dudík, J Langford, H WallachInternational Conference on Machine Learning, 60-69, 20187192018
3-) On the theory of policy gradient methods: Optimality, approximation, and distribution shiftA Agarwal, SM Kakade, JD Lee, G MahajanJournal of Machine Learning Research 22 (98), 1-76, 2021763*2021
4-) Deep batch active learning by diverse, uncertain gradient lower boundsJT Ash, C Zhang, A Krishnamurthy, J Langford, A AgarwalarXiv preprint arXiv:1906.03671, 20198512019
5-) Distributed delayed stochastic optimizationA Agarwal, JC DuchiAdvances in neural information processing systems 24, 20117762011