Mircea Petrache

According to our database, Mircea Petrache authored at least 14 papers between 2023 and 2026.

Collaborative distances:

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

2026

Recurrent Equivariant Constraint Modulation: Learning Per-Layer Symmetry Relaxation from Data.

Stefanos Pertigkiozoglou, Mircea Petrache, Shubhendu Trivedi, Kostas Daniilidis

CoRR, February, 2026

Optimizing the dynamics of the frequency bias in Fourier features neural networks.

Juan Molina, Mircea Petrache, Francisco Sahli Costabal, Matias Courdurier

Neurocomputing, 2026

2025

On Universality of Deep Equivariant Networks.

Marco Pacini, Mircea Petrache, Bruno Lepri, Shubhendu Trivedi, Robin Walters

CoRR, October, 2025

A Comunication Framework for Compositional Generation.

Rafael Elberg, Mircea Petrache, Denis Parra

CoRR, January, 2025

Optimal Quantization with Branched Optimal Transport Distances.

Paul Pegon, Mircea Petrache

SIAM J. Math. Anal., 2025

Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks.

Ashwin Samudre, Mircea Petrache, Brian Nord, Shubhendu Trivedi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Understanding the dynamics of the frequency bias in neural networks.

Juan Molina, Mircea Petrache, Francisco Sahli Costabal, Matias Courdurier

CoRR, 2024

Long Tail Image Generation Through Feature Space Augmentation and Iterated Learning.

Rafael Elberg, Denis Parra, Mircea Petrache

CoRR, 2024

Position Paper: Generalized grammar rules and structure-based generalization beyond classical equivariance for lexical tasks and transduction.

Mircea Petrache, Shubhendu Trivedi

CoRR, 2024

Fisher Flow Matching for Generative Modeling over Discrete Data.

Oscar Davis, Samuel Kessler, Mircea Petrache, Ismail Ilkan Ceylan, Michael M. Bronstein, Avishek Joey Bose

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams.

Rolando Kindelan Nuñez, Mircea Petrache, Mauricio Cerda, Nancy Hitschfeld

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Steady State Kinetics for Enzymes with Multiple Binding Sites Upstream of the Catalytic Site.

Manuel I. Osorio, Mircea Petrache, Dino G. Salinas, Felipe Valenzuela-Ibaceta, Fernando D. González Nilo, William Tiznado, José M. Pérez-Donoso, Denisse Bravo, Osvaldo Yañez

Symmetry, December, 2023

Three Iterations of (d - 1)-WL Test Distinguish Non Isometric Clouds of d-dimensional Points.

Valentino Delle Rose, Alexander Kozachinskiy, Cristobal Rojas, Mircea Petrache, Pablo Barceló

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Approximation-Generalization Trade-offs under (Approximate) Group Equivariance.

Mircea Petrache, Shubhendu Trivedi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023