Claire Donnat
University of Chicago
H-index: 10
North America-United States
Top articles of Claire Donnat
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
One-Bit Total Variation Denoising over Networks with Applications to Partially Observed Epidemics | arXiv preprint arXiv:2405.00619 | Claire Donnat Olga Klopp Nicolas Verzelen | 2024/5/1 |
A Simplified Framework for Contrastive Learning for Node Representations | arXiv preprint arXiv:2305.00623 | Ilgee Hong Huy Tran Claire Donnat | 2023/5/1 |
Sparse topic modeling via spectral decomposition and thresholding | arXiv preprint arXiv:2310.06730 | Huy Tran Yating Liu Claire Donnat | 2023/10/10 |
Modeling the heterogeneity in COVID-19's reproductive number and its impact on predictive scenarios | Journal of Applied Statistics | Claire Donnat Susan Holmes | 2023/9/10 |
Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry | Claire Donnat So Won Jeong | 2023/7/2 | |
Statistical Challenges in Tracking the Evolution of SARS-CoV-2........................... Lorenzo Cappello, Jaehee Kim, Sifan Liu and Julia A. Palacios 162 Interoperability of … | Statistical Science | Lorenzo Cappello Jaehee Kim Sifan Liu Julia A Palacios | 2022/5 |
Statistical modeling for practical pooled testing during the COVID-19 pandemic | Statistical Science | Saskia Comess Hannah Wang Susan Holmes Claire Donnat | 2022/5 |
Iclr 2022 challenge for computational geometry & topology: Design and results | Adele Myers Saiteja Utpala Shubham Talbar Sophia Sanborn Christian Shewmake | 2022/11/9 | |
The Generalized Elastic Net for least squares regression with network-aligned signal and correlated design | arXiv preprint arXiv:2211.00292 | Huy Tran Sansen Wei Claire Donnat | 2022/11/1 |
Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy | Claire Donnat Axel Levy Frederic Poitevin Ellen D Zhong Nina Miolane | 2022/12/1 | |
Tuning the Geometry of Graph Neural Networks | arXiv preprint arXiv:2207.05887 | Sowon Jeong Claire Donnat | 2022/7/12 |
Similarities in extracorporeal membrane oxygenation management across intensive care unit types in the United States: An analysis of the Extracorporeal Life Support … | Artificial organs | Clark G Owyang Claire Donnat Daniel Brodie Hayley B Gershengorn May Hua | 2022/7 |
Predicting COVID-19 transmission to inform the management of mass events: model-based approach | JMIR Public Health and Surveillance | Claire Donnat Freddy Bunbury Jack Kreindler David Liu Filippos T Filippidis | 2021/12/1 |
A Predictive Modelling Framework for COVID-19 Transmission to Inform the Management of Mass Events | Journal of Meidical Internet Research | Claire Donnat Freddy Bunbury Jack Kreindler Filippos Filippidis Austen El-Osta | 2021/5/16 |
A Bayesian Hierarchical Network for Combining Heterogeneous Data Sources in Medical Diagnoses | Claire Donnat Nina Miolane Freddy Bunbury Jack Kreindler | 2020/11/23 | |
Introduction to geometric learning in python with geomstats | Nina Miolane Nicolas Guigui Hadi Zaatiti Christian Shewmake Hatem Hajri | 2020/7/6 | |
Variability in the analysis of a single neuroimaging dataset by many teams | Nature | Rotem Botvinik-Nezer Felix Holzmeister Colin F Camerer Anna Dreber Juergen Huber | 2020/6/4 |
Uncertainty Quantification in Networks with Applications to Brain Connectomics | Claire Louise Donnat | 2020 | |
Geomstats: a Python package for Riemannian geometry in machine learning | Journal of Machine Learning Research | Nina Miolane Nicolas Guigui Alice Le Brigant Johan Mathe Benjamin Hou | 2020 |
Co-Authors
