Exploring No Quantum Speedup Over Gradient Descent For Non Smooth Convex Optimization

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  • Gradient descent
  • Zeyuan Allen-Zhu, Microsoft Research https://simons.berkeley.edu/talks/zeyuan-allen-zhu-10-06-17 Fast Iterative Methods in ...
  • A talk by Nathan Wiebe at the
  • Theory Seminar @ IIIT Hyderabad (https://cstar.iiit.ac.in/events/theory-seminar/) Can
  • APS2020 - Stochastic Gradient Descent for Hybrid Quantum-Classical Optimization

In-Depth Information on No Quantum Speedup Over Gradient Descent For Non Smooth Convex Optimization

Authors: Ankit Garg, Robin Kothari, Praneeth Netrapalli and Suhail Sherif Affiliations: Microsoft | Microsoft | Microsoft | Tata Institute ... Robin Kothari (Microsoft) ... 12th Innovations in Theoretical Computer Science Conference (ITCS 2021) http://itcs-conf.org/ Showcase some numerical results

Professor Eitan Tadmor, University of Maryland, USA.

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