SV

Sumit Vashishtha

0000-0002-4049-2084

cs.LGstat.MLphysics.flu-dynastro-ph.SRmath.STstat.COstat.TH

On Valency

published · living versions

W_62rdgnfb·v1 · currentpublished

Bayesian Neural Networks via Dirichlet Process Priors on the Data-Generating Distribution for Randomized Value Functions in Deep Reinforcement Learning

1 version

Preprints & journals

6 papers in the corpus · 2017–2026

Bayesian Neural Networks via Dirichlet Process Priors on the Data-Generating Distribution for Randomized Value Functions in Deep Reinforcement Learning2610.27570v1 · Sumit Vashishtha2026 · 0 citationsTransactions on Machine Learning Research (2026)on Valency

Dimension-Free PAC-Bayes Generalization for Deep Neural Networks via Dirichlet Processes2610.21340v1 · Sumit Vashishtha2026 · 0 citationsarXiv

Leveraging priors on distribution functions for multi-arm bandits2503.04518v2 · Sumit Vashishtha, Odalric-Ambrym Maillard2025 · 0 citationsarXiv

Bistability in the sunspot cycle2406.05289v2 · Sumit Vashishtha, Katepalli R Sreenivasan2024 · 1 citationarXiv

Large eddy simulations of turbulent thermal convection using renormalized viscosity and thermal diffusivity1806.05916v1 · Sumit Vashishtha, Mahendra K. Verma2018 · 43 citationsPhys. Rev. E 98, 043109 (2018)

Large eddy simulations using renormalized viscosity1712.03170v2 · Sumit Vashishtha, Anando Chatterjee, Abhishek Kumar et al.2017 · 1 citationarXiv

Career total: 20 works. 6 are in this corpus.

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