Jacek Brodzki

According to our database, Jacek Brodzki authored at least 8 papers between 2018 and 2026.

Collaborative distances:

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

2026

Understanding the geometry of deep learning with decision boundary volume.

Matthew Burfitt, Jacek Brodzki, Pawel Dlotko

CoRR, March, 2026

2025

Pattern recognition in complex systems via vector-field representations of spatio-temporal data.

Ingrid Amaranta Membrillo Solis, Maria van Rossem, Tristan Madeleine, Tetiana Orlova, Nina Podoliak, Giampaolo D'Alessandro, Jacek Brodzki, Malgosia Kaczmarek

CoRR, December, 2025

Multiscale geometrical and topological learning in the analysis of soft matter collective dynamics.

Tetiana Orlova, Amaranta Membrillo Solis, Hayley R. O. Sohn, Tristan Madeleine, Giampaolo D'Alessandro, Ivan I. Smalyukh, Malgosia Kaczmarek, Jacek Brodzki

CoRR, July, 2025

2021

The Geometry of Synchronization Problems and Learning Group Actions.

Tingran Gao, Jacek Brodzki, Sayan Mukherjee

Discret. Comput. Geom., 2021

2020

Estimation of Gaussian mixture models via tensor moments with application to online learning.

Donya Rahmani, Mahesan Niranjan, Damien Fay, Akiko Takeda, Jacek Brodzki

Pattern Recognit. Lett., 2020

A Numerical Measure of the Instability of Mapper-Type Algorithms.

Francisco Belchí Guillamón, Jacek Brodzki, Matthew Burfitt, Mahesan Niranjan

J. Mach. Learn. Res., 2020

2019

A self-organising eigenspace map for time series clustering.

Donya Rahmani, Damien Fay, Jacek Brodzki

CoRR, 2019

2018

Improved understanding of aqueous solubility modeling through topological data analysis.

Mariam Pirashvili, Lee Steinberg, Francisco Belchí Guillamón, Mahesan Niranjan, Jeremy G. Frey, Jacek Brodzki

J. Cheminformatics, 2018