| Bean machine: A declarative probabilistic programming language for efficient programmable inference N Tehrani, NS Arora, YL Li, KD Shah, D Noursi, M Tingley, N Torabi, ... International Conference on Probabilistic Graphical Models, 485-496, 2020 | 9 | 2020 |
| Protecting devices from malicious files based on n-gram processing of sequential data L Li, X Zhao, S Akhavan-Masouleh, JH Brock, Y Oliinyk, M Wolff US Patent 10,754,948, 2020 | 7 | 2020 |
| Improving malware detection accuracy by extracting icon information P Silva, S Akhavan-Masouleh, L Li 2018 IEEE Conference on Multimedia Information Processing and Retrieval …, 2018 | 6 | 2018 |
| Newtonian Monte Carlo: single-site MCMC meets second-order gradient methods NS Arora, NK Tehrani, KD Shah, M Tingley, YL Li, N Torabi, D Noursi, ... arXiv preprint arXiv:2001.05567, 2020 | 2 | 2020 |
| Newtonian Monte Carlo: a second-order gradient method for speeding up MCMC NS Arora, NK Tehrani, KD Shah, M Tingley, YL Li, N Torabi, D Noursi, ... Second Symposium on Advances in Approximate Bayesian Inference, 2019 | 2 | 2019 |
| A Flexible Joint Longitudinal-Survival Model for Analysis of End-Stage Renal Disease Data SA Masouleh, T Holsclaw, B Shahbaba, DL Gillen arXiv preprint arXiv:1807.02239, 2018 | 2 | 2018 |
| Protecting Devices From Malicious Files Based on N-Gram Processing of Sequential Data L Li, X Zhao, S Akhavan-Masouleh, JH Brock, Y Oliinyk, M Wolff US Patent App. 16/930,206, 2020 | 1 | 2020 |
| A Flexible Joint Longitudinal-Survival Model for Analyzing Longitudinally Sampled Biomarkers SA Masouleh, T Holsclaw, B Shahbaba, DL Gillen Open Journal of Statistics 11 (5), 778-805, 2021 | | 2021 |
| PPL Bench: Evaluation Framework For Probabilistic Programming Languages S Kulkarni, KD Shah, N Arora, X Wang, YL Li, NK Tehrani, M Tingley, ... arXiv preprint arXiv:2010.08886, 2020 | | 2020 |
| A Flexible Joint Longitudinal-Survival Model for Analysis of End-Stage SA Masouleh, T Holsclaw, B Shahbaba | | 2018 |
| A Flexible Joint Longitudinal-Survival Modeling Framework for Incorporating Multiple Longitudinal Biomarkers S Akhavan-Masouleh, A Vandenberg-Rodes, B Shahbaba, DL Gillen arXiv preprint arXiv:1807.09969, 2018 | | 2018 |
| On the Information Theoretic Distance Measures and Bidirectional Helmholtz Machines M Azarafrooz, X Zhao, S Akhavan-Masouleh arXiv preprint arXiv:1807.06054, 2018 | | 2018 |
| A Bayesian Framework for Non-Collapsible Models SA Masouleh, B Shahbaba, DL Gillen arXiv preprint arXiv:1807.02244, 2018 | | 2018 |
| Introduction to Artificial Intelligence for Security Professionals JHB Brian Wallace, Sepehr Akhavan-Masolueh, Andrew Davis, Mike Wojnowicz | | 2017 |
| A New Class of Bayesian Semi-Parametric Joint Longitudinal-Survival Models for Biomarker Discovery SA Masouleh University of California, Irvine, 2016 | | 2016 |
