Wojciech Rejchel

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 8

Top Topics

Structure Learning

Joint Estimation

Top Venues

J. Mach. Learn. Res.

Publications

Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre
Double Logistic Regression Approach to Biased Positive-Unlabeled Data. ECAI (2023)
Wojciech Rejchel, Pawel Teisseyre, Jan Mielniczuk
Joint empirical risk minimization for instance-dependent positive-unlabeled data. CoRR (2023)
Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel, Agnieszka Soltys
Improving Group Lasso for High-Dimensional Categorical Data. ICCS (2) (2023)
Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre
Joint estimation of posterior probability and propensity score function for positive and unlabelled data. CoRR (2022)
Konrad Furmanczyk, Wojciech Rejchel
Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification. Entropy 22 (5) (2020)
Maryia Shpak, Blazej Miasojedow, Wojciech Rejchel
Structure learning for CTBN's via penalized maximum likelihood methods. CoRR (2020)
Blazej Miasojedow, Wojciech Rejchel
Sparse Estimation in Ising Model via Penalized Monte Carlo Methods. J. Mach. Learn. Res. 19 (2018)
Wojciech Rejchel
Oracle inequalities for ranking and U-processes with Lasso penalty. Neurocomputing 239 (2017)
Wojciech Rejchel
Fast rates for ranking with large families. Neurocomputing 168 (2015)
Wojciech Rejchel, Hong Li, Chuanbao Ren, Luoqing Li
Vol. 26, pp. 2896-2924, 2014). Neural Comput. 27 (7) (2015)
Wojciech Rejchel
On Ranking and Generalization Bounds. J. Mach. Learn. Res. 13 (2012)