Focused Research Organizations: A New Model for Science
Milan Cvitkovic, Adam Marblestone, Anastasia Gamick, Henry Fingerhut, Benedict Macon-Cooney, Sam Dumitriu, Anton Howes; 2022

SARS-CoV-2 infects the human kidney and drives fibrosis in kidney organoids
20+ authors - I’m in there somewhere
Cell Stem Cell; 2022

Open Science Discovery of Oral Non-Covalent SARS-CoV-2 Main Protease Inhibitor Therapeutics
20+ authors - I’m in there somewhere; 2022

Unblock research bottlenecks with non-profit start-ups
Adam Marblestone, Anastasia Gamick, Tom Kalil, Cheryl Martin, Milan Cvitkovic, Samuel G. Rodriques
Nature Comment; 2022

TabTransformer: Tabular Data Modeling Using Contextual Embeddings
Xin Huang, Ashish Khetan, Milan Cvitkovic, Zohar Karnin; 2020

COVID Moonshot: Open Science Discovery of SARS-CoV-2 Main Protease Inhibitors by Combining Crowdsourcing, High-Throughput Experiments, Computational Simulations, and Machine Learning
20+ authors - I’m in there somewhere; 2020

Deep Learning in Unconventional Domains
Milan Cvitkovic
Dissertation, California Institute of Technology; 2020

Sampling-Free Learning of Bayesian Quantized Neural Networks
Jiahao Su, Milan Cvitkovic, Furong Huang
International Conference on Learning Representations; 2020

Supervised Learning on Relational Databases with Graph Neural Networks (code)
Milan Cvitkovic
Representation Learning on Graphs and Manifolds workshop at International Conference on Learning Representations; 2019

SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning (code)
Keng Wah Loon, Laura Graesser, Milan Cvitkovic; 2019

Minimal Achievable Sufficient Statistic Learning (code)
Milan Cvitkovic, Günther Koliander
International Conference on Machine Learning; 2019

Some Requests for Machine Learning Research from the East African Tech Scene
Milan Cvitkovic
Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable Societies; 2019

Open Vocabulary Learning on Source Code with a Graph-Structured Cache (code) (data)
Milan Cvitkovic, Badal Singh, Anima Anandkumar
International Conference on Machine Learning; 2019

A General Framework for Amortizing Variational Filtering
Joseph Marino, Milan Cvitkovic, Yisong Yue
Neural Information Processing Systems; 2018

A Theoretical Mechanistic Study of the Asymmetric Desymmetrization of a Cyclic meso-Anhydride by a Bifunctional Quinine Sulfonamide Organocatalyst
Katie Blise, Milan W. Cvitkovic, Nolly J. Gibbs, Sean F. Roberts, Reid M. Whitaker, Gretchen E. Hofmeister, Daniela Kohen
Journal of Organic Chemistry; 2016

The Combined Fragmentation and Systematic Molecular Fragmentation Methods
Michael A. Collins, Milan W. Cvitkovic, Ryan P. A. Bettens
Accounts of Chemical Research; 2014

Trouble with the Many-Body Expansion
John F. Ouyang, Milan W. Cvitkovic, Ryan P. A. Bettens
Journal of Chemical Theory and Computation; 2014

Organocatalysts for Biorenewable Desymmetrization
Milan W. Cvitkovic, David G. Alberg, Gretchen E. Hofmeister, Daniela Kohen
245th National Meeting of the American Chemical Society; 2013

Organocatalytic Desymmetrization of a Citric Acid Derived Anhydride
Sean F. Roberts, Kazimer L. Skubi, Alex Lai, Milan W. Cvitkovic, Anna C. Brezny, Kenneth M. Lum, David G. Alberg, Gretchen E. Hofmeister
243rd National Meeting of the American Chemical Society; 2012