Tropical Sufficient Statistics for Persistent Homology. - Anthea Monod; Sara Kalisnik; Juan Ángel Patino-Galindo; Lorin Crawford (SIAM J. Appl. Algebra Geom., 2019)

Curved Markov Chain Monte Carlo for Network Learning. - John Sigbeku; Emil Saucan; Anthea Monod (COMPLEX NETWORKS, 2021)

Topological Data Analysis of Database Representations for Information Retrieval. - Athanasios Vlontzos; Yueqi Cao; Luca Schmidtke; Bernhard Kainz; Anthea Monod (CoRR, 2021)

Learning linear non-Gaussian polytree models. - Daniele Tramontano; Anthea Monod; Mathias Drton (UAI, 2022)

Approximating Persistent Homology for Large Datasets. - Yueqi Cao; Anthea Monod (CoRR, 2022)

Tropical Geometric Variation of Tree Shapes. - Bo Lin; Anthea Monod; Ruriko Yoshida (Discret. Comput. Geom., 2022)

Rewiring Networks for Graph Neural Network Training Using Discrete Geometry. - Jakub Bober; Anthea Monod; Emil Saucan; Kevin N. Webster (COMPLEX NETWORKS (1), 2023)

Topological Community Detection: A Sheaf-Theoretic Approach. - Arne Wolf; Anthea Monod (COMPLEX NETWORKS (2), 2023)

On the Limitations of Fractal Dimension as a Measure of Generalization. - Charlie Tan; Inés García-Redondo; Qiquan Wang; Michael M. Bronstein; Anthea Monod (NeurIPS, 2024)

Tropical Expressivity of Neural Networks. - Shiv Bhatia; Yueqi Cao; Paul Lezeau; Anthea Monod (CoRR, 2024)

Wavelet-Based Density Estimation for Persistent Homology. - Konstantin Häberle; Barbara Bravi; Anthea Monod (SIAM/ASA J. Uncertain. Quantification, 2024)

Stability for Inference with Persistent Homology Rank Functions. - Qiquan Wang; Inés García-Redondo; Pierre Faugère; Gregory Henselman-Petrusek; Anthea Monod (Comput. Graph. Forum, 2024)

Fast topological signal identification and persistent cohomological cycle matching. - Inés García-Redondo; Anthea Monod; Anna Song (J. Appl. Comput. Topol., 2024)

Generalized Morse theory of distance functions to surfaces for persistent homology. - Anna Song; Ka Man Yim; Anthea Monod (Adv. Appl. Math., 2025)

A geometric condition for uniqueness of Fréchet means of persistence diagrams. - Yueqi Cao; Anthea Monod (Comput. Geom., 2025)

k-means clustering for persistent homology. - Yueqi Cao; Prudence Leung; Anthea Monod (Adv. Data Anal. Classif., 2025)

Confidence Bands for Multiparameter Persistence Landscapes. - Inés García-Redondo; Anthea Monod; Qiquan Wang (CoRR, 2025)

Computing the Tropical Abel-Jacobi Transform and Tropical Distances for Metric Graphs. - Yueqi Cao; Anthea Monod (CoRR, 2025)

Metric Graph Kernels via the Tropical Torelli Map. - Yueqi Cao; Anthea Monod (CoRR, 2025)

Holes in Latent Space: Topological Signatures Under Adversarial Influence. - Aideen Fay; Inés García-Redondo; Qiquan Wang; Haim Dubossarsky; Anthea Monod (CoRR, 2025)