Caroline Uhler
Massachusetts Institute of Technology
H-index: 36
North America-United States
Top articles of Caroline Uhler
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Causal Imputation for Counterfactual SCMs: Bridging Graphs and Latent Factor Models | arXiv preprint arXiv:2402.14777 | Alvaro Ribot Chandler Squires Caroline Uhler | 2024/2/22 |
Season combinatorial intervention predictions with Salt & Peper | arXiv preprint arXiv:2404.16907 | Thomas Gaudelet Alice Del Vecchio Eli M Carrami Juliana Cudini Chantriolnt-Andreas Kapourani | 2024/4/25 |
Building a two-way street between cell biology and machine learning | Nature Cell Biology | Caroline Uhler | 2024/1 |
Causal Discovery under Off-Target Interventions | arXiv preprint arXiv:2402.08229 | Davin Choo Kirankumar Shiragur Caroline Uhler | 2024/2/13 |
Membership Testing in Markov Equivalence Classes via Independence Queries | Jiaqi Zhang Kirankumar Shiragur Caroline Uhler | 2024/4/18 | |
Meek Separators and Their Applications in Targeted Causal Discovery | Advances in Neural Information Processing Systems | Kirankumar Shiragur Jiaqi Zhang Caroline Uhler | 2024/2/13 |
Single-cell image-based genetic screens systematically identify regulators of Ebola virus subcellular infection dynamics | bioRxiv | Rebecca J Carlson JJ Patten George Stefanakis Brian Y Soong Adityanarayanan Radhakrishnan | 2024/4/7 |
Identifiability guarantees for causal disentanglement from soft interventions | Advances in Neural Information Processing Systems | Jiaqi Zhang Kristjan Greenewald Chandler Squires Akash Srivastava Karthikeyan Shanmugam | 2024/2/13 |
Synthetic lethality screening with Recursive Feature Machines | bioRxiv | Cathy Cai Adityanarayanan Radhakrishnan Caroline Uhler | 2023 |
Unpaired multi-domain causal representation learning | Advances in Neural Information Processing Systems | Nils Sturma Chandler Squires Mathias Drton Caroline Uhler | 2024/2/13 |
Transcriptional changes are tightly coupled to chromatin reorganization during cellular aging | Aging Cell | Jana M Braunger Louis V Cammarata Trinadha Rao Sornapudi Caroline Uhler GV Shivashankar | 2024/3 |
Unsupervised Protein-Ligand Binding Energy Prediction via Neural Euler's Rotation Equation | Advances in Neural Information Processing Systems | Wengong Jin Siranush Sarkizova Xun Chen Nir Hacohen Caroline Uhler | 2024/2/13 |
DSMBind: SE (3) denoising score matching for unsupervised binding energy prediction and nanobody design | bioRxiv | Wengong Jin Xun Chen Amrita Vetticaden Siranush Sarzikova Raktima Raychowdhury | 2023 |
Positivity in Linear Gaussian Structural Equation Models | arXiv preprint arXiv:2305.19884 | Asad Lodhia Jan-Christian Hütter Caroline Uhler Piotr Zwiernik | 2023/5/31 |
Active learning for optimal intervention design in causal models | Nature Machine Intelligence | Jiaqi Zhang Louis Cammarata Chandler Squires Themistoklis P Sapsis Caroline Uhler | 2023/10 |
Adhesome Receptor Clustering is Accompanied by the Colocalization of the Associated Genes in the Cell Nucleus | bioRxiv | Louis V Cammarata Caroline Uhler GV Shivashankar | 2023 |
Cross-modal autoencoder framework learns holistic representations of cardiovascular state | Nature Communications | Adityanarayanan Radhakrishnan Sam F Friedman Shaan Khurshid Kenney Ng Puneet Batra | 2023/4/28 |
Causal structure learning: A combinatorial perspective | Chandler Squires Caroline Uhler | 2023/10 | |
Causal Representation Learning | Sara Magliacane Atalanti Mastakouri Yuki M Asano Claudia Shi Cian Eastwood | 2023/12/10 | |
Wide and deep neural networks achieve consistency for classification | Proceedings of the National Academy of Sciences | Adityanarayanan Radhakrishnan Mikhail Belkin Caroline Uhler | 2023/4/4 |
