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Milan Cvitkovic
Milan Cvitkovic
在 caltech.edu 的电子邮件经过验证 - 首页
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引用次数
引用次数
年份
TabTransformer: Tabular Data Modeling Using Contextual Embeddings
X Huang, A Khetan, M Cvitkovic, Z Karnin
arXiv preprint arXiv:2012.06678, 2020
782020
The combined fragmentation and systematic molecular fragmentation methods
MA Collins, MW Cvitkovic, RPA Bettens
Accounts of chemical research 47 (9), 2776-2785, 2014
762014
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
732022
Trouble with the many-body expansion
JF Ouyang, MW Cvitkovic, RPA Bettens
Journal of chemical theory and computation 10 (9), 3699-3707, 2014
502014
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
382019
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
362020
A general method for amortizing variational filtering
J Marino, M Cvitkovic, Y Yue
Advances in neural information processing systems 31, 2018
252018
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
162017
Deep learning on code with an unbounded vocabulary
M Cvitkovic, B Singh, A Anandkumar
Machine Learning 4, 2018
142018
Minimal achievable sufficient statistic learning
M Cvitkovic, G Koliander
International Conference on Machine Learning, 1465-1474, 2019
122019
Open Science Discovery of Oral Non-Covalent SARS-CoV-2 Main Protease Inhibitor Therapeutics
H Achdout, A Aimon, E Bar-David, H Barr, A Ben-Shmuel, J Bennett, ...
bioRxiv, 2020.10. 29.339317, 2021
112021
Supervised Learning on Relational Databases with Graph Neural Networks
M Cvitkovic
arXiv preprint arXiv:2002.02046, 2020
102020
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
72019
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
62022
Sampling-Free Learning of Bayesian Quantized Neural Networks
J Su, M Cvitkovic, F Huang
arXiv preprint arXiv:1912.02992, 2019
52019
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
52019
Deep Learning in Unconventional Domains
M Cvitkovic
California Institute of Technology, 2020
12020
A general framework for amortizing variational filtering
J Marino, M Cvitkovic, Y Yue
ICML 2018 Workshop Theor. Found. Appl. Deep Gener. Model, 2018
12018
Open Science Discovery of Oral Non-Covalent SARS-CoV-2 Main Protease Inhibitor Therapeutics (preprint)
H Achdout, A Aimon, E Bar-David, H Barr, A Ben-Shmuel, J Bennett, ...
2020
Deep Learning in Unconventional Domains
M William, M Cvitkovic
2020
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