Dmitriy Morozov
4 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
partial differential equation
(2)
transfer learning
(1)
unsupervised pretraining
(1)
in-context learning
(1)
distributed learning
(1)
out-of-distribution generalization
(1)
high-dimensional estimation
(1)
state space model
(1)
physics-informed neural network
(1)
operator learning
(1)
foundation model
(1)
scientific machine learning
(1)
transfer function
(1)
sparse inverse covariance estimation
(1)
communication-avoiding optimization
(1)
parallel proximal gradient
(1)
sequence modeling
(1)
regularized pseudolikelihood
(1)
Papers
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
NeurIPS 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
NeurIPS 2023
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation
AISTATS 2018