Anthea Monod

According to our database, Anthea Monod authored at least 21 papers between 2019 and 2025.

Collaborative distances:

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

2025

Tropical gradient descent.

Roan Talbut, Anthea Monod

J. Glob. Optim., October, 2025

Holes in Latent Space: Topological Signatures Under Adversarial Influence.

Aideen Fay, Inés García-Redondo, Qiquan Wang, Haim Dubossarsky, Anthea Monod

CoRR, May, 2025

Metric Graph Kernels via the Tropical Torelli Map.

Yueqi Cao, Anthea Monod

CoRR, May, 2025

Computing the Tropical Abel-Jacobi Transform and Tropical Distances for Metric Graphs.

Yueqi Cao, Anthea Monod

CoRR, April, 2025

k-means clustering for persistent homology.

Yueqi Cao, Prudence Leung, Anthea Monod

Adv. Data Anal. Classif., March, 2025

A geometric condition for uniqueness of Fréchet means of persistence diagrams.

Yueqi Cao, Anthea Monod

Comput. Geom., 2025

Generalized Morse theory of distance functions to surfaces for persistent homology.

Anna Song, Ka Man Yim, Anthea Monod

Adv. Appl. Math., 2025

Confidence Bands for Multiparameter Persistence Landscapes.

Inés García-Redondo, Anthea Monod, Qiquan Wang

Proceedings of the Geometric Science of Information - 7th International Conference, 2025

2024

Fast topological signal identification and persistent cohomological cycle matching.

Inés García-Redondo, Anthea Monod, Anna Song

J. Appl. Comput. Topol., September, 2024

Stability for Inference with Persistent Homology Rank Functions.

Qiquan Wang, Inés García-Redondo, Pierre Faugère, Gregory Henselman-Petrusek, Anthea Monod

Comput. Graph. Forum, August, 2024

Wavelet-Based Density Estimation for Persistent Homology.

Konstantin Häberle, Barbara Bravi, Anthea Monod

SIAM/ASA J. Uncertain. Quantification, 2024

Tropical Expressivity of Neural Networks.

Shiv Bhatia, Yueqi Cao, Paul Lezeau, Anthea Monod

CoRR, 2024

On the Limitations of Fractal Dimension as a Measure of Generalization.

Charlie Tan, Inés García-Redondo, Qiquan Wang, Michael M. Bronstein, Anthea Monod

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Topological Community Detection: A Sheaf-Theoretic Approach.

Arne Wolf, Anthea Monod

Proceedings of the Complex Networks & Their Applications XII, 2023

Rewiring Networks for Graph Neural Network Training Using Discrete Geometry.

Jakub Bober, Anthea Monod, Emil Saucan, Kevin N. Webster

Proceedings of the Complex Networks & Their Applications XII, 2023

2022

Tropical Geometric Variation of Tree Shapes.

Bo Lin, Anthea Monod, Ruriko Yoshida

Discret. Comput. Geom., 2022

Approximating Persistent Homology for Large Datasets.

Yueqi Cao, Anthea Monod

CoRR, 2022

Learning linear non-Gaussian polytree models.

Daniele Tramontano, Anthea Monod, Mathias Drton

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Topological Data Analysis of Database Representations for Information Retrieval.

Athanasios Vlontzos, Yueqi Cao, Luca Schmidtke, Bernhard Kainz, Anthea Monod

CoRR, 2021

Curved Markov Chain Monte Carlo for Network Learning.

John Sigbeku, Emil Saucan, Anthea Monod

Proceedings of the Complex Networks & Their Applications X - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2019

Tropical Sufficient Statistics for Persistent Homology.

Anthea Monod, Sara Kalisnik, Juan Ángel Patino-Galindo, Lorin Crawford

SIAM J. Appl. Algebra Geom., 2019