Maria Fonoberova

Director of Research, AIMdyn, Inc.

Joined

June 2019

Names

Maria Fonoberova (Preferred)

MARIA FONOBEROVA

Emails

****@aimdyn.com (Confirmed)

Personal Links

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DBLP

Career & Education History

Director of Research

AIMdyn, Inc. (aimdyn.com)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Identifying Equivalent Training Dynamics
William T Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Yannis Kevrekidis, Igor Mezic
- NeurIPS 2024 spotlight
- Readers: Everyone
Tipping-Points and Robustness of Sea Ice using Koopman Mode Decomposition
Alan B. Cao, Michael Planer, James Hogg, Maria Fonoberova, Lake Bookman, Tyler Macdonald, Jennifer Hemingway, Qinghua Ding, Igor Mezic
- 01 Aug 2023
- AAAI 2023 Spring Symposium Series ACTD Submission
- Readers: Everyone
On Equivalent Optimization of Machine Learning Methods
William T. Redman, Juan M. Bello-Rivas, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
- 2022 (modified: 16 Apr 2023)
- CDC 2022
- Readers: Everyone
An Operator Theoretic View On Pruning Deep Neural Networks
William T. Redman, Maria Fonoberova, Ryan Mohr, Yannis G. Kevrekidis, Igor Mezic
- 2022 (modified: 16 Apr 2023)
- ICLR 2022
- Readers: Everyone
Algorithmic (Semi-)Conjugacy via Koopman Operator Theory
William T. Redman, Maria Fonoberova, Ryan Mohr, Ioannis G. Kevrekidis, Igor Mezic
- Published: 01 Jan 2022, Last Modified: 14 May 2023
- CoRR 2022
- Readers: Everyone
An Operator Theoretic View On Pruning Deep Neural Networks
William T Redman, MARIA FONOBEROVA, Ryan Mohr, Yannis Kevrekidis, Igor Mezic
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Combining Programmable Potentials and Neural Networks for Materials Problems
Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- AAAI Spring Symposium: MLPS 2021
- Readers: Everyone
Predicting the Critical Number of Layers for Hierarchical Support Vector Regression
Ryan Mohr, Maria Fonoberova, Zlatko Drmac, Iva Manojlovic, Igor Mezic
- Published: 01 Jan 2021, Last Modified: 14 May 2023
- Entropy 2021
- Readers: Everyone
Applications of Koopman Mode Analysis to Neural Networks
Ryan Mohr, Maria Fonoberova, Iva Manojlovic, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic
- Published: 01 Jan 2021, Last Modified: 14 May 2023
- AAAI Spring Symposium: MLPS 2021
- Readers: Everyone

View all 23 publications

Co-Authors

View all 38 co-authors