Grant M. Rotskoff
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
🏆
Grand Slam
Conferences
AAAI (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
nonparametric estimation
(1)
diffusion model
(1)
stochastic differential equation
(1)
sampling acceleration
(1)
parallel sampling
(1)
minimax optimal rate
(1)
neural network estimator
(1)
diffusion tensor estimation
(1)
nonparametric function estimation
(1)
drift estimation
(1)
diffusion tensor
(1)
sub-linear complexity
(1)
girsanov theorem
(1)
Papers
How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework
ICLR 2025
Features are fate: a theory of transfer learning in high-dimensional regression
ICML 2025
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
NIPS 2024
Statistical Spatially Inhomogeneous Diffusion Inference
AAAI 2024