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Alexander Rakhlin
Massachusetts Institute of Technology - Cambridge / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1409747
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Alexander Rakhlin's MOST POPULAR ARTICLES
1-)
Making gradient descent optimal for strongly convex stochastic optimizationA Rakhlin, O Shamir, K SridharanInternational Conference on Machine Learning (ICML), 20116282011
2-)
Non-convex learning via stochastic gradient langevin dynamics: a nonasymptotic analysisM Raginsky, A Rakhlin, M TelgarskyConference on Learning Theory, 1674-1703, 20175522017
3-)
Size-independent sample complexity of neural networksN Golowich, A Rakhlin, O ShamirConference On Learning Theory, 297-299, 20184332018
4-)
Competing in the Dark: An Efficient Algorithm for Bandit Linear Optimization.JD Abernethy, E Hazan, A RakhlinCOLT, 263-274, 20084182008
5-)
Optimization, learning, and games with predictable sequencesS Rakhlin, K SridharanAdvances in Neural Information Processing Systems 26, 20134022013
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