Kevin Rojas

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

AISTATS (1) ICML (1) NIPS (1)

Top co-authors

Molei Tao (3) Wei Deng (1) Yuchen Zhu (1) Yuriy Nevmyvaka (1) Sichen Zhu (1) Yixin Tan (1) Felix X-F. Ye (1) Ye He (1)

Keywords

non-convex optimization (1) markov chain monte carlo (1) monte carlo sampling (1) score function (1) diffusion model (1) zeroth-order optimization (1) denoising diffusion (1) distribution sampling (1) monte carlo estimator (1) non-log-concave distribution (1) zeroth-order sampling (1)

Papers

Variational Schrödinger Momentum Diffusion AISTATS 2025

Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces ICML 2025

Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion NIPS 2024