George Kevrekidis

According to our database, George Kevrekidis authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Towards fully covariant machine learning.

Soledad Villar, David W. Hogg, Weichi Yao, George A. Kevrekidis, Bernhard Schölkopf

Trans. Mach. Learn. Res., 2024

Thinner Latent Spaces: Detecting dimension and imposing invariance through autoencoder gradient constraints.

George A. Kevrekidis, Mauro Maggioni, Soledad Villar, Yannis G. Kevrekidis

CoRR, 2024

Conformal Disentanglement: A Neural Framework for Perspective Synthesis and Differentiation.

George A. Kevrekidis, Eleni D. Koronaki, Yannis G. Kevrekidis

CoRR, 2024

2023

Machine Learning for the identification of phase-transitions in interacting agent-based systems.

Nikolaos Evangelou, Dimitrios G. Giovanis, George A. Kevrekidis, Grigorios A. Pavliotis, Ioannis G. Kevrekidis

CoRR, 2023

The passive symmetries of machine learning.

Soledad Villar, David W. Hogg, Weichi Yao, George A. Kevrekidis, Bernhard Schölkopf

CoRR, 2023

2022

MarkerMap: nonlinear marker selection for single-cell studies.

Nabeel Sarwar, Wilson Gregory, George A. Kevrekidis, Soledad Villar, Bianca Dumitrascu

CoRR, 2022

2021

On the Parameter Combinations That Matter and on Those That do Not.

Nikolaos Evangelou, Noah J. Wichrowski, George A. Kevrekidis, Felix Dietrich, Mahdi Kooshkbaghi, Sarah McFann, Ioannis G. Kevrekidis

CoRR, 2021

Learning effective stochastic differential equations from microscopic simulations: combining stochastic numerics and deep learning.

Felix Dietrich, Alexei Makeev, George Kevrekidis, Nikolaos Evangelou, Tom Bertalan, Sebastian Reich, Ioannis G. Kevrekidis

CoRR, 2021