Marcin Orchel

13 papers B 2Misc 1Journal 2Unranked 8
YearRankTypeTitle / Venue / Authors
2021 — conf
Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector Machines.
LOD
Marcin Orchel, Johan A. K. Suykens
2020 — conf
Fast Hyperparameter Tuning for Support Vector Machines with Stochastic Gradient Descent.
LOD (2)
Marcin Orchel, Johan A. K. Suykens
2019 — conf
Axiomatic Kernels on Graphs for Support Vector Machines.
ICANN (Workshop)
Marcin Orchel, Johan A. K. Suykens
2018 B conf
Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization.
IJCNN
Marcin Orchel
2017 B conf
Clustering by support vector manifold learning.
IJCNN
Marcin Orchel
2015 Misc conf
Balanced Support Vector Regression.
ICAISC
Marcin Orchel
2015 J jnl
Solving classification problems by knowledge sets.
Neurocomputing
Marcin Orchel
2012 J jnl
Support vector regression based on data shifting.
Neurocomputing
Marcin Orchel
2011 — conf
Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification.
ICANNGA (2)
Marcin Orchel
2011 — conf
Regression Based on Support Vector Classification.
ICANNGA (2)
Marcin Orchel
2011 — conf
Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors.
ICMMI
Marcin Orchel
2011 — conf
Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP.
ADMA (2)
Marcin Orchel
2009 — conf
Incorporating Detractors into SVM Classification.
ICMMI
Marcin Orchel