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Szymon Zareba
Publication Activity (10 Years)
Years Active: 2012-2019
Publications (10 Years): 3
Top Topics
Decision Trees
Contrastive Divergence
Deep Learning
Breast Cancer
Top Venues
CoRR
ICSEng
Comput. Biol. Medicine
Neural Process. Lett.
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Publications
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Jakub M. Tomczak
,
Szymon Zareba
,
Siamak Ravanbakhsh
,
Russell Greiner
Low-Dimensional Perturb-and-MAP Approach for Learning Restricted Boltzmann Machines.
Neural Process. Lett.
50 (2) (2019)
Adam Gonczarek
,
Jakub M. Tomczak
,
Szymon Zareba
,
Joanna Kaczmar
,
Piotr Dabrowski
,
Michal J. Walczak
Interaction prediction in structure-based virtual screening using deep learning.
Comput. Biol. Medicine
100 (2018)
Adam Gonczarek
,
Jakub M. Tomczak
,
Szymon Zareba
,
Joanna Kaczmar
,
Piotr Dabrowski
,
Michal J. Walczak
Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening.
CoRR
(2016)
Szymon Zareba
,
Adam Gonczarek
,
Jakub M. Tomczak
,
Jerzy Swiatek
Accelerated learning for Restricted Boltzmann Machine with momentum term.
ICSEng
(2014)
Martin Tabakov
,
Szymon Zareba
,
Marzenna Podhorska-Okolow
,
Bartosz Pula
Classification of HER2 Breast Cancer with Ensemble of Fuzzy Decision Trees.
J. Multim. Process. Technol.
3 (1) (2012)