| No. | Title | Author | Year |
|---|---|---|---|
| 1 | No Quantum Speedup over Gradient Descent for Non-Smooth Convex Optimization | Garg, Ankit et al. | 2021 |
| 2 | A Markov Chain Theory Approach to Characterizing the Minimax Optimality of Stochastic Gradient Descent (for Least Squares) | Jain, Prateek et al. | 2018 |
| 3 | Spectrum Approximation Beyond Fast Matrix Multiplication: Algorithms and Hardness | Musco, Cameron et al. | 2018 |
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