| TabTransformer: Tabular Data Modeling Using Contextual Embeddings X Huang, A Khetan, M Cvitkovic, Z Karnin arXiv preprint arXiv:2012.06678, 2020 | 464 | 2020 |
| SARS-CoV-2 infects the human kidney and drives fibrosis in kidney organoids J Jansen, KC Reimer, JS Nagai, FS Varghese, GJ Overheul, M de Beer, ... Cell Stem Cell 29 (2), 217-231. e8, 2022 | 209 | 2022 |
| The combined fragmentation and systematic molecular fragmentation methods MA Collins, MW Cvitkovic, RPA Bettens Accounts of chemical research 47 (9), 2776-2785, 2014 | 90 | 2014 |
| Trouble with the many-body expansion JF Ouyang, MW Cvitkovic, RPA Bettens Journal of chemical theory and computation 10 (9), 3699-3707, 2014 | 70 | 2014 |
| Open science discovery of potent noncovalent SARS-CoV-2 main protease inhibitors ML Boby, D Fearon, M Ferla, M Filep, L Koekemoer, MC Robinson, ... Science 382 (6671), eabo7201, 2023 | 67 | 2023 |
| Open vocabulary learning on source code with a graph-structured cache M Cvitkovic, B Singh, A Anandkumar International Conference on Machine Learning, 1475-1485, 2019 | 60 | 2019 |
| COVID Moonshot: Open Science Discovery of SARS-CoV-2 Main Protease Inhibitors by Combining Crowdsourcing, High-Throughput Experiments, Computational Simulations, and Machine … H Achdout, A Aimon, E Bar-David, H Barr, A Ben-Shmuel, J Bennett, ... bioRxiv, 2020 | 55 | 2020 |
| A general method for amortizing variational filtering J Marino, M Cvitkovic, Y Yue Advances in neural information processing systems 31, 2018 | 42 | 2018 |
| Open Science Discovery of Potent Non-Covalent SARS-CoV-2 Main Protease Inhibitors COVID Moonshot Consortium, H Achdout, A Aimon, DS Alonzi, R Arbon, ... BioRxiv, 2020.10. 29.339317, 2020 | 40 | 2020 |
| Supervised Learning on Relational Databases with Graph Neural Networks M Cvitkovic arXiv preprint arXiv:2002.02046, 2020 | 40 | 2020 |
| Deep learning on code with an unbounded vocabulary M Cvitkovic, B Singh, A Anandkumar Machine Learning 4, 2018 | 18 | 2018 |
| A Theoretical Mechanistic Study of the Asymmetric Desymmetrization of a Cyclic meso-Anhydride by a Bifunctional Quinine Sulfonamide Organocatalyst K Blise, MW Cvitkovic, NJ Gibbs, SF Roberts, RM Whitaker, ... The Journal of organic chemistry 82 (3), 1347-1355, 2017 | 17 | 2017 |
| Unblock research bottlenecks with non-profit start-ups A Marblestone, A Gamick, T Kalil, C Martin, M Cvitkovic, SG Rodriques Nature 601 (7892), 188-190, 2022 | 15 | 2022 |
| Minimal achievable sufficient statistic learning M Cvitkovic, G Koliander International Conference on Machine Learning, 1465-1474, 2019 | 14 | 2019 |
| SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning KW Loon, L Graesser, M Cvitkovic arXiv preprint arXiv:1912.12482, 2019 | 9 | 2019 |
| Sampling-Free Learning of Bayesian Quantized Neural Networks J Su, M Cvitkovic, F Huang arXiv preprint arXiv:1912.02992, 2019 | 8 | 2019 |
| Some requests for machine learning research from the east african tech scene M Cvitkovic Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019 | 7 | 2019 |
| Deep Learning in Unconventional Domains M Cvitkovic California Institute of Technology, 2020 | 2 | 2020 |
| A general framework for amortizing variational filtering J Marino, M Cvitkovic, Y Yue ICML 2018 Workshop Theor. Found. Appl. Deep Gener. Model, 2018 | 1 | 2018 |
| TABULAR DATA MODELING VIA CONTEXTUAL EM X Huang, AI Amazon, A Khetan, M Cvitkovic, Z Karnin | 1 | |