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02/23/2023
Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods
We study the widely known Cubic-Newton method in the stochastic setting ...
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12/01/2022
Second-order optimization with lazy Hessians
We analyze Newton's method with lazy Hessian updates for solving general...
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06/01/2022
Optimization with access to auxiliary information
We investigate the fundamental optimization question of minimizing a tar...
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11/10/2021