Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization Approach D Bertsimas, R Cory-Wright, NAG Johnson Journal of Machine Learning Research 24 (267), 1-51, 2023 | 20 | 2023 |
Concave pro-rata games NAG Johnson, T Diamandis, A Evans, H de Valence, G Angeris International Conference on Financial Cryptography and Data Security, 266-285, 2023 | 8 | 2023 |
Compressed sensing: A discrete optimization approach D Bertsimas, NAG Johnson Machine Learning 113 (9), 6725-6764, 2024 | 7 | 2024 |
Predictive Low Rank Matrix Learning under Partial Observations: Mixed-Projection ADMM D Bertsimas, NAG Johnson arXiv preprint arXiv:2407.13731, 2024 | | 2024 |
Advances in Sparse and Low Rank Matrix Optimization for Machine Learning Applications NAG Johnson Massachusetts Institute of Technology, 2024 | | 2024 |
ROptimus: a parallel general-purpose adaptive optimization engine NAG Johnson, L Tamon, X Liu, AB Sahakyan Bioinformatics 39 (5), btad292, 2023 | | 2023 |
Optimus: a general purpose adaptive optimisation engine in R NAG Johnson, L Tamon, X Liu, AB Sahakyan bioRxiv, 2022.01. 18.476810, 2022 | | 2022 |
Sequential Stochastic Network Structure Optimization with Applications to Addressing Canada's Obesity Epidemic NAG Johnson arXiv preprint arXiv:2109.12730, 2021 | | 2021 |