RAAS delivers high-probability stopping-time complexity bounds for strongly convex and general convex optimization by using tunable momentum in adaptive search under bounded-moment stochastic oracles.
A differential equation for modeling Nesterov’s ac- celerated gradient method: theory and insights.The Journal of Machine Learning Research, 17(1):5312– 5354, 2016
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Robust Accelerated Adaptive Search: High-Probability Complexity Bounds under Bounded-Moment Stochastic Oracles
RAAS delivers high-probability stopping-time complexity bounds for strongly convex and general convex optimization by using tunable momentum in adaptive search under bounded-moment stochastic oracles.