| Expanded encyclopaedias of DNA elements in the human and mouse genomes JE Moore, MJ Purcaro, HE Pratt, CB Epstein, N Shoresh, J Adrian, T Kawli, ... Nature 583 (7818), 699-710, 2020 | 1324 | 2020 |
| Alzheimer’s disease genetic risk and cognitive reserve in relationship to long-term cognitive trajectories among cognitively normal individuals C Pettigrew, J Nazarovs, A Soldan, V Singh, J Wang, T Hohman, ... Alzheimer's Research & Therapy 15 (1), 66, 2023 | 10 | 2023 |
| Mixed Effects Neural ODE: A variational approximation for analyzing the dynamics of panel data J Nazarovs, R Chakraborty, S Tasneeyapant, S Ravi, V Singh Uncertainty in Artificial Intelligence, 107-117, 2021 | 6 | 2021 |
| Graph reparameterizations for enabling 1000+ Monte Carlo iterations in Bayesian deep neural networks J Nazarovs, RR Mehta, VS Lokhande, V Singh Uncertainty in Artificial Intelligence, 118-128, 2021 | 6 | 2021 |
| Understanding uncertainty maps in vision with statistical testing J Nazarovs, Z Huang, S Tasneeyapant, R Chakraborty, V Singh Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 3 | 2022 |
| Radial spike and slab bayesian neural networks for sparse data in ransomware attacks J Nazarovs, JW Stokes, M Turcotte, J Carroll, I Grady arXiv preprint arXiv:2205.14759, 2022 | 2 | 2022 |
| Bayesian neural networks for ransomware incident detection JW Stokes III, J Nazarovs, M Turcotte, J Carroll, IG Ashkenazy US Patent App. 17/720,294, 2023 | 1 | 2023 |
| Variational Sampling of Temporal Trajectories J Nazarovs, Z Huang, X Zhen, S Pal, R Chakraborty, V Singh arXiv preprint arXiv:2403.11418, 2024 | | 2024 |
| Relationship of APOE genotypes and level of cognitive reserve to cognitive trajectories among cognitively normal individuals C Pettigrew, A Soldan, J Nazarovs, V Singh, J Wang, AL Gross, ... Alzheimer's & Dementia 19, e068284, 2023 | | 2023 |
| Using Intermediate Forward Iterates for Intermediate Generator Optimization H Mishra, J Nazarovs, M Dogra, SN Ravi arXiv preprint arXiv:2302.02336, 2023 | | 2023 |
| Statistical and Computational Strategies for Quantifying Uncertainty in Deep Probabilistic Models with Applications J Nazarovs The University of Wisconsin-Madison, 2023 | | 2023 |
| Image2Gif: Generating Continuous Realistic Animations with Warping NODEs J Nazarovs, Z Huang arXiv preprint arXiv:2205.04519, 2022 | | 2022 |
| Ordinal time series classification with missing information C Lumezanu, Y Chen, T Mizoguchi, D Song, H Chen, J Nazarovs US Patent App. 17/408,852, 2022 | | 2022 |
| Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series J Nazarovs, C Lumezanu, Q Ren, Y Chen, T Mizoguchi, D Song, H Chen arXiv preprint arXiv:2201.09907, 2022 | | 2022 |
| Improving Robustness of VQA Models by Adversarial and Mixup Augmentation J Nazarovs, X Peng, G Thattai, A Kumar, A Galstyan | | |
