Követés
George Stepaniants
George Stepaniants
Computing and Mathematical Sciences, California Institute of Technology
E-mail megerősítve itt: caltech.edu - Kezdőlap
Cím
Hivatkozott rá
Hivatkozott rá
Év
Fast and smooth interpolation on wasserstein space
S Chewi, J Clancy, T Le Gouic, P Rigollet, G Stepaniants, A Stromme
International Conference on Artificial Intelligence and Statistics, 3061-3069, 2021
352021
Inferring causal networks of dynamical systems through transient dynamics and perturbation
G Stepaniants, BW Brunton, JN Kutz
Physical Review E 102 (4), 042309, 2020
212020
Learning partial differential equations in reproducing kernel Hilbert spaces
G Stepaniants
Journal of Machine Learning Research 24 (86), 1-72, 2023
182023
GULP: a prediction-based metric between representations
E Boix-Adsera, H Lawrence, G Stepaniants, P Rigollet
Advances in Neural Information Processing Systems 35, 7115-7127, 2022
122022
Discovering dynamics and parameters of nonlinear oscillatory and chaotic systems from partial observations
G Stepaniants, AD Hastewell, DJ Skinner, JF Totz, J Dunkel
Physical Review Research 6 (4), 043062, 2024
72024
Covariance alignment: from maximum likelihood estimation to Gromov-Wasserstein
Y Han, P Rigollet, G Stepaniants
arXiv preprint arXiv:2311.13595, 2023
32023
The Lebesgue Integral, Chebyshev’s Inequality, and the Weierstrass Approximation Theorem
G Stepaniants
Webpage, 2017
22017
Optimal transport for automatic alignment of untargeted metabolomic data
M Breeur, G Stepaniants, P Keski-Rahkonen, P Rigollet, V Viallon
Elife 12, RP91597, 2024
12024
Learning Memory and Material Dependent Constitutive Laws
K Bhattacharya, L Cao, G Stepaniants, A Stuart, M Trautner
arXiv preprint arXiv:2502.05463, 2025
2025
Inference from Limited Observations in Statistical, Dynamical, and Functional Problems
G Stepaniants
Massachusetts Institute of Technology, 2024
2024
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Cikkek 1–10