Anthea Monod

31 papers A* 1A 1B 1Journal 24Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Breaking Symmetry Bottlenecks in GNN Readouts.
CoRR
Mouad Talhi, Arne Wolf, Anthea Monod
2026 J jnl
Riemannian Neural Optimal Transport.
CoRR
Alessandro Micheli, Yueqi Cao, Anthea Monod, Samir Bhatt
2026 J jnl
Tropical Fréchet means: a polyhedral approach to exact optimization.
J. Symb. Comput.
Kamillo Ferry, Bo Lin, Carlos Améndola, Anthea Monod, Ruriko Yoshida
2025 J jnl
A geometric condition for uniqueness of Fréchet means of persistence diagrams.
Comput. Geom.
Yueqi Cao, Anthea Monod
2025 J jnl
Computing the Tropical Abel-Jacobi Transform and Tropical Distances for Metric Graphs.
CoRR
Yueqi Cao, Anthea Monod
2025 — conf
Confidence Bands for Multiparameter Persistence Landscapes.
GSI (2)
Inés García-Redondo, Anthea Monod, Qiquan Wang
2025 J jnl
Confidence Bands for Multiparameter Persistence Landscapes.
CoRR
Inés García-Redondo, Anthea Monod, Qiquan Wang
2025 J jnl
Generalized Morse theory of distance functions to surfaces for persistent homology.
Adv. Appl. Math.
Anna Song, Ka Man Yim, Anthea Monod
2025 J jnl
Holes in Latent Space: Topological Signatures Under Adversarial Influence.
CoRR
Aideen Fay, Inés García-Redondo, Qiquan Wang, Haim Dubossarsky, Anthea Monod
2025 J jnl
Metric Graph Kernels via the Tropical Torelli Map.
CoRR
Yueqi Cao, Anthea Monod
2025 B conf
Tropical Fréchet Means.
ISSAC
Bo Lin, Kamillo Ferry, Carlos Améndola, Anthea Monod, Ruriko Yoshida
2025 J jnl
Tropical gradient descent.
J. Glob. Optim.
Roan Talbut, Anthea Monod
2025 J jnl
k-means clustering for persistent homology.
Adv. Data Anal. Classif.
Yueqi Cao, Prudence Leung, Anthea Monod
2024 J jnl
Fast topological signal identification and persistent cohomological cycle matching.
J. Appl. Comput. Topol.
Inés García-Redondo, Anthea Monod, Anna Song
2024 A* conf
On the Limitations of Fractal Dimension as a Measure of Generalization.
NeurIPS
Charlie Tan, Inés García-Redondo, Qiquan Wang, Michael M. Bronstein, Anthea Monod
2024 J jnl
On the Limitations of Fractal Dimension as a Measure of Generalization.
CoRR
Charlie Tan, Inés García-Redondo, Qiquan Wang, Michael M. Bronstein, Anthea Monod
2024 J jnl
Stability for Inference with Persistent Homology Rank Functions.
Comput. Graph. Forum
Qiquan Wang, Inés García-Redondo, Pierre Faugère, Gregory Henselman-Petrusek, Anthea Monod
2024 J jnl
Tropical Expressivity of Neural Networks.
CoRR
Shiv Bhatia, Yueqi Cao, Paul Lezeau, Anthea Monod
2024 J jnl
Wavelet-Based Density Estimation for Persistent Homology.
SIAM/ASA J. Uncertain. Quantification
Konstantin Häberle, Barbara Bravi, Anthea Monod
2023 — conf
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry.
COMPLEX NETWORKS (1)
Jakub Bober, Anthea Monod, Emil Saucan, Kevin N. Webster
2023 — conf
Topological Community Detection: A Sheaf-Theoretic Approach.
COMPLEX NETWORKS (2)
Arne Wolf, Anthea Monod
2023 J jnl
Topological Community Detection: A Sheaf-Theoretic Approach.
CoRR
Arne Wolf, Anthea Monod
2022 J jnl
Approximating Persistent Homology for Large Datasets.
CoRR
Yueqi Cao, Anthea Monod
2022 J jnl
Learning Linear Non-Gaussian Polytree Models.
CoRR
Daniele Tramontano, Anthea Monod, Mathias Drton
2022 A conf
Learning linear non-Gaussian polytree models.
UAI
Daniele Tramontano, Anthea Monod, Mathias Drton
2022 J jnl
Rewiring Networks for Graph Neural Network Training Using Discrete Geometry.
CoRR
Jakub Bober, Anthea Monod, Emil Saucan, Kevin N. Webster
2022 J jnl
Tropical Geometric Variation of Tree Shapes.
Discret. Comput. Geom.
Bo Lin, Anthea Monod, Ruriko Yoshida
2021 — conf
Curved Markov Chain Monte Carlo for Network Learning.
COMPLEX NETWORKS
John Sigbeku, Emil Saucan, Anthea Monod
2021 J jnl
Curved Markov Chain Monte Carlo for Network Learning.
CoRR
John Sigbeku, Emil Saucan, Anthea Monod
2021 J jnl
Topological Data Analysis of Database Representations for Information Retrieval.
CoRR
Athanasios Vlontzos, Yueqi Cao, Luca Schmidtke, Bernhard Kainz, Anthea Monod
2019 J jnl
Tropical Sufficient Statistics for Persistent Homology.
SIAM J. Appl. Algebra Geom.
Anthea Monod, Sara Kalisnik, Juan Ángel Patino-Galindo, Lorin Crawford