Wojciech Rejchel

According to our database, Wojciech Rejchel authored at least 12 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Joint empirical risk minimization for instance-dependent positive-unlabeled data.

Wojciech Rejchel, Pawel Teisseyre, Jan Mielniczuk

CoRR, 2023

Improving Group Lasso for High-Dimensional Categorical Data.

Szymon Nowakowski, Piotr Pokarowski, Wojciech Rejchel, Agnieszka Soltys

Proceedings of the Computational Science - ICCS 2023, 2023

Double Logistic Regression Approach to Biased Positive-Unlabeled Data.

Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Joint estimation of posterior probability and propensity score function for positive and unlabelled data.

Konrad Furmanczyk, Jan Mielniczuk, Wojciech Rejchel, Pawel Teisseyre

CoRR, 2022

2020

Prediction and Variable Selection in High-Dimensional Misspecified Binary Classification.

Konrad Furmanczyk, Wojciech Rejchel

Entropy, 2020

Structure learning for CTBN's via penalized maximum likelihood methods.

Maryia Shpak, Blazej Miasojedow, Wojciech Rejchel

CoRR, 2020

2018

Sparse Estimation in Ising Model via Penalized Monte Carlo Methods.

Blazej Miasojedow, Wojciech Rejchel

J. Mach. Learn. Res., 2018

2017

Oracle inequalities for ranking and U-processes with Lasso penalty.

Wojciech Rejchel

Neurocomputing, 2017

2016

Adaptive Monte Carlo Maximum Likelihood.

Blazej Miasojedow, Wojciech Niemiro, Jan Palczewski, Wojciech Rejchel

Proceedings of the Challenges in Computational Statistics and Data Mining, 2016

2015

Comments and Correction on "<i>U</i>-Processes and Preference Learning" (<i>Neural Computation</i> Vol. 26, pp. 2896-2924, 2014).

Wojciech Rejchel, Hong Li, Chuanbao Ren, Luoqing Li

Neural Comput., 2015

Fast rates for ranking with large families.

Wojciech Rejchel

Neurocomputing, 2015

2012

On Ranking and Generalization Bounds.

Wojciech Rejchel

J. Mach. Learn. Res., 2012