| Vaiphy: a variational inference based algorithm for phylogeny H Koptagel, O Kviman, H Melin, N Safinianaini, J Lagergren Advances in Neural Information Processing Systems 35, 14758-14770, 2022 | 24 | 2022 |
| CopyMix: mixture model based single-cell Clustering and Copy Number Profiling using Variational Inference N Safinianaini, CPE De Souza, A Roth, H Koptagel, H Toosi, J Lagergren Computational Biology and Chemistry 113, 108257, 2024 | 9 | 2024 |
| Gated hidden markov models for early prediction of outcome of internet-based cognitive behavioral therapy N Safinianaini, H Boström, V Kaldo Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 4 | 2019 |
| Towards interpretability of mixtures of hidden markov models N Safinianaini, H Boström XAI Workshop at AAAI, 2021 | 2 | 2021 |
| Orthogonal Mixture of Hidden Markov Models N Safinianaini, CPE de Souza, H Boström, J Lagergren Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 1 | 2020 |
| OMIDIENT: multiOMics Integration for cancer by DIrichlet autoENcoder neTworks N Safinianaini, A Nikitin, N Välimäki, L Aaltonen, P Marttinen 1st Asia & Pacific Bioinformatics Joint Conference organized by iSCB, 2024 | | 2024 |
| Novel likelihood-based inference techniques for sequential data with medical and biological applications N Safinianaini KTH Royal Institute of Technology, 2022 | | 2022 |
| High Performance Multigrid for Poisson’s Equation in 3D SN Barkas, N Safinianaini | | 2009 |