George Stepaniants

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Prediction Error

Maximum Likelihood

Log Likelihood Function

Mixture Of Gaussians

Top Venues

J. Mach. Learn. Res.

Publications

Marie Breeur, George Stepaniants, Pekka Keski-Rahkonen, Philippe Rigollet, Vivian Viallon
Optimal transport for automatic alignment of untargeted metabolomic data. CoRR (2023)
George Stepaniants
Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces. J. Mach. Learn. Res. 24 (2023)
Yanjun Han, Philippe Rigollet, George Stepaniants
Covariance alignment: from maximum likelihood estimation to Gromov-Wasserstein. CoRR (2023)
Enric Boix Adserà, Hannah Lawrence, George Stepaniants, Philippe Rigollet
GULP: a prediction-based metric between representations. CoRR (2022)
Enric Boix-Adserà, Hannah Lawrence, George Stepaniants, Philippe Rigollet
GULP: a prediction-based metric between representations. NeurIPS (2022)
Sinho Chewi, Julien Clancy, Thibaut Le Gouic, Philippe Rigollet, George Stepaniants, Austin Stromme
Fast and Smooth Interpolation on Wasserstein Space. AISTATS (2021)
George Stepaniants
Learning Partial Differential Equations in Reproducing Kernel Hilbert Spaces. CoRR (2021)