Concepedia

Alexander Rakhlin

AR

Statistics

Publications

83

Citations

5K

H-Index

41

Active since

2005

Affiliations

University of Pennsylvania(Current)

Massachusetts Institute of Technology

University of California, Berkeley

Philadelphia University

University of Michigan

Alexander Rakhlin is an author at University of Pennsylvania specializing in engineering, machine learning, and computer science.

ORCID

Top concepts

Publications per year

2005–2021

83

Publications

83

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization

Alexander Rakhlin, Ohad Shamir, Karthik Sridharan · arXiv (Cornell University) · 2011 · 547 citations · Full text

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Automatic Instrument Segmentation in Robot-Assisted Surgery using Deep Learning

Alexey A. Shvets, Alexander Rakhlin, Alexandr A. Kalinin et al. · 2018 · 338 citations · Full text

Competing in the dark: An efficient algorithm for bandit linear optimization

Jacob Abernethy, Elad Hazan, Alexander Rakhlin · ScholarlyCommons (University of Pennsylvania) · 2008 · 192 citations · Full text

Adaptive Online Gradient Descent

Elad Hazan, Alexander Rakhlin, Peter L. Bartlett · Neural Information Processing Systems · 2007 · 188 citations

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Non-convex learning via Stochastic Gradient Langevin Dynamics: a nonasymptotic analysis

Maxim Raginsky, Alexander Rakhlin, Matus Telgarsky · arXiv (Cornell University) · 2017 · 152 citations · Full text

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