Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Apr 202119922001200920172026
1 result for “FastAdaBelief”
FastAdaBelief: Improving Convergence Rate for Belief-based Adaptive Optimizers by Exploiting Strong Convexitycs.LG

FastAdaBelief improves convergence rate of AdaBelief by exploiting strong convexity.

problem Improving convergence rate of AdaBelief without sacrificing generalization ability.
method Designing FastAdaBelief that adjusts step size considering strong convexity.
result Proves O(log⁡T)O(\log T) regret bound for FastAdaBelief.
AdaBeliefFastAdaBeliefConvex OptimizationOptimization AlgorithmsGeneralization
2021-04-28abs ↗pdf ↗