Closing the Computational-Query Depth Gap in Parallel Stochastic Convex Optimization

Arun Jambulapati, Aaron Sidford, Kevin Tian. Closing the Computational-Query Depth Gap in Parallel Stochastic Convex Optimization. In Shipra Agrawal 0001, Aaron Roth 0001, editors, The Thirty Seventh Annual Conference on Learning Theory, June 30 - July 3, 2023, Edmonton, Canada. Volume 247 of Proceedings of Machine Learning Research, pages 2608-2643, PMLR, 2024. [doi]

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