Anthea Monod

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Markov Chain Monte Carlo

Sufficient Statistics

Persistent Homology

Top Venues

Discret. Comput. Geom.

SIAM J. Appl. Algebra Geom.

COMPLEX NETWORKS (2)

Publications

Konstantin Häberle, Barbara Bravi, Anthea Monod
Wavelet-Based Density Estimation for Persistent Homology. SIAM/ASA J. Uncertain. Quantification 12 (2) (2024)
Shiv Bhatia, Yueqi Cao, Paul Lezeau, Anthea Monod
Tropical Expressivity of Neural Networks. CoRR (2024)
Charlie Tan, Inés García-Redondo, Qiquan Wang, Michael M. Bronstein, Anthea Monod
On the Limitations of Fractal Dimension as a Measure of Generalization. CoRR (2024)
Jakub Bober, Anthea Monod, Emil Saucan, Kevin N. Webster
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry. COMPLEX NETWORKS (1) (2023)
Arne Wolf, Anthea Monod
Topological Community Detection: A Sheaf-Theoretic Approach. CoRR (2023)
Arne Wolf, Anthea Monod
Topological Community Detection: A Sheaf-Theoretic Approach. COMPLEX NETWORKS (2) (2023)
Daniele Tramontano, Anthea Monod, Mathias Drton
Learning linear non-Gaussian polytree models. UAI (2022)
Bo Lin, Anthea Monod, Ruriko Yoshida
Tropical Geometric Variation of Tree Shapes. Discret. Comput. Geom. 68 (3) (2022)
Jakub Bober, Anthea Monod, Emil Saucan, Kevin N. Webster
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry. CoRR (2022)
Yueqi Cao, Anthea Monod
Approximating Persistent Homology for Large Datasets. CoRR (2022)
Daniele Tramontano, Anthea Monod, Mathias Drton
Learning Linear Non-Gaussian Polytree Models. CoRR (2022)
Athanasios Vlontzos, Yueqi Cao, Luca Schmidtke, Bernhard Kainz, Anthea Monod
Topological Data Analysis of Database Representations for Information Retrieval. CoRR (2021)
John Sigbeku, Emil Saucan, Anthea Monod
Curved Markov Chain Monte Carlo for Network Learning. CoRR (2021)
John Sigbeku, Emil Saucan, Anthea Monod
Curved Markov Chain Monte Carlo for Network Learning. COMPLEX NETWORKS (2021)
Anthea Monod, Sara Kalisnik, Juan Ángel Patino-Galindo, Lorin Crawford
Tropical Sufficient Statistics for Persistent Homology. SIAM J. Appl. Algebra Geom. 3 (2) (2019)