Pablo Groisman

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 6

Top Topics

Geodesic Distance

Persistent Homology

Geometric Structure

Top Venues

J. Mach. Learn. Res.

ICLR (Workshop)

Trans. Mach. Learn. Res.

Publications

Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
Choosing the parameter of the Fermat distance: navigating geometry and noise. Trans. Mach. Learn. Res. 2024 (2024)
Ximena Fernández, Eugenio Borghini, Gabriel B. Mindlin, Pablo Groisman
Intrinsic Persistent Homology via Density-based Metric Learning. J. Mach. Learn. Res. 24 (2023)
Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, Facundo Sapienza
Choosing the parameter of the Fermat distance: navigating geometry and noise. CoRR (2023)
Eugenio Borghini, Ximena Fernández, Pablo Groisman, Gabriel B. Mindlin
Intrinsic persistent homology via density-based metric learning. CoRR (2020)
Ezequiel Fattori, Pablo Groisman, Carlos Sarraute
Point Process Models for Distribution of Cell Phone Antennas. CoRR (2018)
Facundo Sapienza, Pablo Groisman, Matthieu Jonckheere
Weighted Geodesic Distance Following Fermat's Principle. ICLR (Workshop) (2018)
Mauricio Maestri, Andrés Farall, Pablo Groisman, Miryan Cassanello, Gabriel Horowitz
A robust clustering method for detection of abnormal situations in a process with multiple steady-state operation modes. Comput. Chem. Eng. 34 (2) (2010)
Daniel Carando, Ricardo Fraiman, Pablo Groisman
Nonparametric likelihood based estimation for a multivariate Lipschitz density. J. Multivar. Anal. 100 (5) (2009)
Pablo Groisman
Totally Discrete Explicit and Semi-implicit Euler Methods for a Blow-up Problem in Several Space Dimensions. Computing 76 (3-4) (2006)