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20122020
most citedA Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound

6 citations · 6 across the 2 of their papers we have counts for

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math.PR2020

Limit theorems for topological invariants of the dynamic multi-parameter simplicial complex

Takashi Owada, Gennady Samorodnitsky, Gugan Thoppe

Topological study of existing random simplicial complexes is non-trivial and has led to several seminal works. However, the applicability of such studies is limited since the rando…

math.PR2018

Betti Numbers of Gaussian Excursions in the Sparse Regime

Gugan Thoppe, Sunder Ram Krishnan

Random field excursions is an increasingly vital topic within data analysis in medicine, cosmology, materials science, etc. This work is the first detailed study of their Betti num…