An expectation maximisation algorithm for behaviour analysis in video. - Olga Isupova; Lyudmila Mihaylova; Danil Kuzin; Garik Markarian; François Septier (FUSION, 2015)

Compressive sensing approaches for autonomous object detection in video sequences. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (SDF, 2015)

Dynamic Hierarchical Dirichlet Process for abnormal behaviour detection in video. - Olga Isupova; Danil Kuzin; Lyudmila Mihaylova (FUSION, 2016)

Ensemble Kalman Filtering for Online Gaussian Process Regression and Learning. - Danil Kuzin; Le Yang 001; Olga Isupova; Lyudmila Mihaylova (FUSION, 2018)

BCCNet: Bayesian classifier combination neural network. - Olga Isupova; Yunpeng Li 001; Danil Kuzin; Stephen J. Roberts; Katherine J. Willis; Steven Reece (CoRR, 2018)

Uncertainty propagation in neural networks for sparse coding. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (CoRR, 2018)

Learning Methods for Dynamic Topic Modeling in Automated Behavior Analysis. - Olga Isupova; Danil Kuzin; Lyudmila Mihaylova (IEEE Trans. Neural Networks Learn. Syst., 2018)

Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (IEEE Trans. Signal Process., 2018)

Sparse machine learning methods for autonomous decision making. - Danil Kuzin (2018)

Bayesian Neural Networks for Sparse Coding. - Danil Kuzin; Olga Isupova; Lyudmila Mihaylova (ICASSP, 2019)

Disaster mapping from satellites: damage detection with crowdsourced point labels. - Danil Kuzin; Olga Isupova; Brooke D. Simmons; Steven Reece (CoRR, 2021)

Improving Deep Ensembles by Estimating Confusion Matrices. - Danil Kuzin; Olga Isupova; Steven Reece; Brooke D. Simmons (CoRR, 2025)