Scholar
Ruben Ohana
Google Scholar ID: F9qNg2wAAAAJ
Senior Research Scientist, NVIDIA
Citations & Impact
Citations
583
H-index
12
i10-index
13
Publications
20
Co-authors
17
list available
Publications
Resume (English only)
Academic Achievements
- Led the release of 'The Well': the largest collection of diverse physics simulation datasets (from biology to astrophysics), published at NeurIPS 2024 (Datasets & Benchmarks track).
- Developed a blind denoising algorithm using Gibbs diffusion with parameter inference and uncertainty quantification, accepted at ICML 2024.
- Published MoMo (Momentum Models for Adaptive Learning Rates) at ICML 2024.
- Published PAC-Bayesian analysis of adaptive sliced-Wasserstein distances at ICML 2023.
- Published work on photonic differential privacy at NeurIPS 2021.
- Multiple papers in NeurIPS workshops (AI4Science, MLPS), including AstroCLIP, xVal, and CMB dust removal with diffusion models.
- Published research on photonic computing and kernel methods in Optics Express and AISTATS 2023.
