Dmitriy Morozov
4 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
partial differential equation
(2)
unsupervised pretraining
(1)
in-context learning
(1)
distributed learning
(1)
out-of-distribution generalization
(1)
high-dimensional estimation
(1)
physics-informed neural network
(1)
operator learning
(1)
foundation model
(1)
scientific machine learning
(1)
sparse inverse covariance estimation
(1)
communication-avoiding optimization
(1)
parallel proximal gradient
(1)
transfer learning
(1)
regularized pseudolikelihood
(1)
Papers
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
NIPS 2024
Robustifying State-space Models for Long Sequences via Approximate Diagonalization
ICLR 2024
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior
NIPS 2023
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
AISTATS 2018