| Deep residual learning for neuroimaging: an application to predict progression to Alzheimer’s disease A Abrol, M Bhattarai, A Fedorov, Y Du, S Plis, V Calhoun, ... Journal of neuroscience methods 339, 108701, 2020 | 170 | 2020 |
| A deep learning framework for detection of targets in thermal images to improve firefighting M Bhattarai, M Martinez-Ramon IEEE Access 8, 88308-88321, 2020 | 44 | 2020 |
| An embedded deep learning system for augmented reality in firefighting applications M Bhattarai, AR Jensen-Curtis, M MartíNez-Ramón 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 41 | 2020 |
| Finding the number of latent topics with semantic non-negative matrix factorization R Vangara, M Bhattarai, E Skau, G Chennupati, H Djidjev, T Tierney, ... IEEE access 9, 117217-117231, 2021 | 36 | 2021 |
| Semantic nonnegative matrix factorization with automatic model determination for topic modeling R Vangara, E Skau, G Chennupati, H Djidjev, T Tierney, JP Smith, ... 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 23 | 2020 |
| One-shot federated group collaborative filtering ME Eren, M Bhattarai, N Solovyev, LE Richards, R Yus, C Nicholas, ... 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 20* | 2022 |
| Distributed non-negative tensor train decomposition M Bhattarai, G Chennupati, E Skau, R Vangara, H Djidjev, BS Alexandrov 2020 IEEE High Performance Extreme Computing Conference (HPEC), 1-10, 2020 | 20 | 2020 |
| Diagram image retrieval using sketch-based deep learning and transfer learning M Bhattarai, D Oyen, J Castorena, L Yang, B Wohlberg Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020 | 17 | 2020 |
| General-purpose unsupervised cyber anomaly detection via non-negative tensor factorization ME Eren, JS Moore, E Skau, E Moore, M Bhattarai, G Chennupati, ... Digital Threats: Research and Practice 4 (1), 1-28, 2023 | 14 | 2023 |
| Distributed out-of-memory NMF on CPU/GPU architectures I Boureima, M Bhattarai, M Eren, E Skau, P Romero, S Eidenbenz, ... The Journal of Supercomputing 80 (3), 3970-3999, 2024 | 10* | 2024 |
| Senmfk-split: Large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection ME Eren, N Solovyev, M Bhattarai, KØ Rasmussen, C Nicholas, ... Proceedings of the 22nd ACM Symposium on Document Engineering, 1-4, 2022 | 10 | 2022 |
| pyDNMFk: Python Distributed Non Negative Matrix Factorization with determination of hidden features M Bhattarai, B Nebgen, E Skau, M Eren, G Chennupati, R Vangara, ... https://github.com/lanl/pyDNMFk, 2021 | 10* | 2021 |
| A Deep Q-learning based Path Planning and Navigation System for Firefighting Environments M Bhattarai, M MartíNez-Ramón Proceedings of the 13th International Conference on Agents and Artificial …, 2021 | 10 | 2021 |
| Enhancing code translation in language models with few-shot learning via retrieval-augmented generation M Bhattarai, JE Santos, S Jones, A Biswas, B Alexandrov, D O'Malley arXiv preprint arXiv:2407.19619, 2024 | 8 | 2024 |
| Semi-supervised classification of malware families under extreme class imbalance via hierarchical non-negative matrix factorization with automatic model selection ME Eren, M Bhattarai, RJ Joyce, E Raff, C Nicholas, BS Alexandrov ACM Transactions on Privacy and Security 26 (4), 1-27, 2023 | 8 | 2023 |
| Distributed non-negative rescal with automatic model selection for exascale data M Bhattarai, I Boureima, E Skau, B Nebgen, H Djidjev, S Rajopadhye, ... Journal of Parallel and Distributed Computing 179, 104709, 2023 | 8 | 2023 |
| Distributed out-of-memory svd on cpu/gpu architectures I Boureima, M Bhattarai, ME Eren, N Solovyev, H Djidjev, BS Alexandrov 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2022 | 8 | 2022 |
| Tensor Extraction of Latent Features (TELF) M Eren, B Alexandrov, M Bhattarai, K Rasmussen, E Skau, D Truong, ... Los Alamos National Laboratory (LANL), Los Alamos, NM (United States), 2024 | 5 | 2024 |
| Malwaredna: Simultaneous classification of malware, malware families, and novel malware ME Eren, M Bhattarai, K Rasmussen, BS Alexandrov, C Nicholas 2023 IEEE International Conference on Intelligence and Security Informatics …, 2023 | 5 | 2023 |
| Examining DNA breathing with pyDNA-EPBD A Kabir, M Bhattarai, KØ Rasmussen, A Shehu, A Usheva, AR Bishop, ... Bioinformatics 39 (11), btad699, 2023 | 4 | 2023 |
