Two Sobolev Spaces for Stein-Kernelized Monte Carlo
Published:
A two-space Sobolev refinement of Lam and Zhang’s Stein-kernelized Monte Carlo estimator, with a full proof and an extension to Stein-generated Hilbert scales.
Posts by Collection
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portfolio
Portfolio item number 1
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Portfolio item number 2
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publications
Information-theoretic Analysis of the Gibbs Algorithm: An Individual Sample Approach
Published in IEEE Information Theory Workshop (ITW 2024), 2024
On the Power of (Approximate) Reward Models for Inference-Time Scaling: Sequential Monte Carlo and Beyond
Published in ICML 2026, 2026
A Covering Framework for Offline POMDPs Learning using Belief Space Metric
Published in AISTATS 2026, 2026
An AI-Assisted Solution to the Signed BAR Conjecture: Uniqueness in the Harrison–Reiman Class and a Completely-𝒮 Class Obstruction
Published in arXiv preprint, 2026
High-Dimensional Interpolators Can Be Fragile: Heavy Tails and High-Dimensional Large Deviations
Published in arXiv preprint, 2026
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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