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20182025
most citedEscaping Saddle Points Faster with Stochastic Momentum

7 citations · 8 across the 4 of their papers we have counts for

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math.OC2024

Frictionless Hamiltonian Descent and Coordinate Hamiltonian Descent for Strongly Convex Quadratic Problems

Jun-Kun Wang

We propose an optimization algorithm called Frictionless Hamiltonian Descent, which is a direct counterpart of classical Hamiltonian Monte Carlo in sampling. We analyze Frictionles…