Nina Miolane
Stanford University
H-index: 11
North America-United States
Top articles of Nina Miolane
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
An efficient algorithm for the Riemannian logarithm on the Stiefel manifold for a family of Riemannian metrics | arXiv preprint arXiv:2403.11730 | Simon Mataigne Ralf Zimmermann Nina Miolane | 2024/3/18 |
Position Paper: Challenges and Opportunities in Topological Deep Learning | Theodore Papamarkou Tolga Birdal Michael Bronstein Gunnar Carlsson Justin Curry | 2024/2/14 | |
A General Framework for Robust G-Invariance in G-Equivariant Networks | Neural Information Processing Systems (NeurIPS) | Sophia Sanborn Nina Miolane | 2023 |
TopoX: a suite of Python packages for machine learning on topological domains | arXiv preprint arXiv:2402.02441 | Mustafa Hajij Mathilde Papillon Florian Frantzen Jens Agerberg Ibrahem AlJabea | 2024/2/4 |
Towards Interpretable Cryo-EM: Disentangling Latent Spaces of Molecular Conformations | bioRxiv | David Alexander Klindt Aapo Hyvarinen Axel Levy Nina Miolane Frederic Poitevin | 2024 |
Architectures of topological deep learning: A survey on topological neural networks | arXiv preprint arXiv:2304.10031 | Mathilde Papillon Sophia Sanborn Mustafa Hajij Nina Miolane | 2023/4/20 |
Evaluation of Representational Similarity Scores Across Human Visual Cortex | Francisco Acosta Colin Conwell Sophia Sanborn David A Klindt Nina Miolane | 2023/12/18 | |
Septins regulate border cell surface geometry, shape, and motility downstream of Rho in Drosophila | Developmental cell | Allison M Gabbert Joseph P Campanale James A Mondo Noah P Mitchell Adele Myers | 2023/8/7 |
Multimodal Cell Complex Neural Networks for Prediction of Multiple Drug Side Effects Severity and Frequency | 2023/3/23 | ||
Parametric information geometry with the package Geomstats | ACM Transactions on Mathematical Software | Alice Le Brigant Jules Deschamps Antoine Collas Nina Miolane | 2023/12/15 |
Group equivariant sparse coding | Christian Shewmake Nina Miolane Bruno Olshausen | 2023/8/1 | |
Introduction to riemannian geometry and geometric statistics: from basic theory to implementation with geomstats | Foundations and Trends® in Machine Learning | Nicolas Guigui Nina Miolane Xavier Pennec | 2023/2/21 |
Visual Scene Representation with Hierarchical Equivariant Sparse Coding | Christian A Shewmake Domas Buracas Hansen Lillemark Jinho Shin Erik J Bekkers | 2023/11/29 | |
Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation | Adele Myers Caitlin Taylor Emily Jacobs Nina Miolane | 2023 | |
Using a Riemannian elastic metric for statistical analysis of tumor cell shape heterogeneity | bioRxiv | Wanxin Li Ashok Prasad Nina Miolane Khanh Dao Duc | 2023 |
Identifying Interpretable Visual Features in Artificial and Biological Neural Systems | arXiv preprint arXiv:2310.11431 | David Klindt Sophia Sanborn Francisco Acosta Frédéric Poitevin Nina Miolane | 2023/10/17 |
Quantifying extrinsic curvature in neural manifolds | Francisco Acosta Sophia Sanborn Khanh Dao Duc Manu Madhav Nina Miolane | 2023 | |
Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains | arXiv preprint arXiv:2306.07274 | Bongjin Koo Julien Martel Ariana Peck Axel Levy Frédéric Poitevin | 2023/6/12 |
Icml 2023 topological deep learning challenge: Design and results | Mathilde Papillon Mustafa Hajij Audun Myers Florianand Frantzen Ghada Zamzmi | 2023/9/27 | |
Orthogonal outlier detection and dimension estimation for improved MDS embedding of biological datasets | bioRxiv | Wanxin Li Jules Mirone Ashok Prasad Nina Miolane Carine Legrand | 2023/2/15 |
Co-Authors
