Mol-CycleGAN: a generative model for molecular optimization Ł Maziarka, A Pocha, J Kaczmarczyk, K Rataj, T Danel, M Warchoł Journal of Cheminformatics 12 (1), 2, 2020 | 241 | 2020 |
Statistics for tail processes of Markov chains H Drees, J Segers, M Warchoł Extremes 18, 369-402, 2015 | 40 | 2015 |
A Euclidean likelihood estimator for bivariate tail dependence M De Carvalho, B Oumow, J Segers, M Warchoł Communications in Statistics-Theory and Methods 42 (7), 1176-1192, 2013 | 37 | 2013 |
JUMP Cell Painting dataset: morphological impact of 136,000 chemical and genetic perturbations SN Chandrasekaran, J Ackerman, E Alix, DM Ando, J Arevalo, M Bennion, ... Biorxiv, 2023.03. 23.534023, 2023 | 29 | 2023 |
Inference on the tail process with application to financial time series modeling RA Davis, H Drees, J Segers, M Warchoł Journal of econometrics 205 (2), 508-525, 2018 | 27 | 2018 |
Nonparametric estimation of extremal dependence A Kiriliouk, J Segers, M Warchoł Extreme Value Modelling and Risk Analysis: Methods and Applications, Eds D …, 2015 | 10 | 2015 |
Mol-CycleGAN: a generative model for molecular optimization. J Cheminform 12: 2 Ł Maziarka, A Pocha, J Kaczmarczyk, K Rataj, T Danel, M Warchol | 7 | 2020 |
Deep learning models capture histological disease activity in Crohn’s disease and ulcerative colitis with high fidelity D Rymarczyk, W Schultz, A Borowa, JR Friedman, T Danel, P Branigan, ... Journal of Crohn's and Colitis 18 (4), 604-614, 2024 | 2 | 2024 |
Smoothing Methods for Bivariate Extremes M Warchoł | 2 | 2012 |
Multimodal Approach to MoA Prediction Based on Cell Painting Imaging and Chemical Structure Data M Koziarski, P Gaiński, K Rataj, A Borowa, K Wójtowicz, J Gwóźdź, ... | 1 | |
" Nonparametric modeling of extremal dependence M Warchol UCL-Université Catholique de Louvain, 2016 | | 2016 |
" Modeling serial extremal dependence R Davis, H Drees, J Segers, M l Warcho " Nonparametric modeling of extremal dependence, 63, 2016 | | 2016 |
Modelling serial extremal dependence with tail processes J Segers, M Warchol, Y Zhao Young Researchers’ Day, 6, 2015 | | 2015 |
Statistics for Tail Processes of Heavy–Tailed Markov Chains J Segers, M Warchol Extremes in Vimeiro Today, 168, 2013 | | 2013 |