Marcin Orchel

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 7

Top Topics

Kernel Function

Hyperparameters

Top Venues

Publications

Marcin Orchel, Johan A. K. Suykens
Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector Machines. LOD (2021)
Marcin Orchel, Johan A. K. Suykens
Fast Hyperparameter Tuning for Support Vector Machines with Stochastic Gradient Descent. LOD (2) (2020)
Marcin Orchel, Johan A. K. Suykens
Axiomatic Kernels on Graphs for Support Vector Machines. ICANN (Workshop) (2019)
Marcin Orchel
Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization. IJCNN (2018)
Marcin Orchel
Clustering by support vector manifold learning. IJCNN (2017)
Marcin Orchel
Balanced Support Vector Regression. ICAISC (2015)
Marcin Orchel
Solving classification problems by knowledge sets. Neurocomputing 149 (2015)
Marcin Orchel
Support vector regression based on data shifting. Neurocomputing 96 (2012)
Marcin Orchel
Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification. ICANNGA (2) (2011)
Marcin Orchel
Regression Based on Support Vector Classification. ICANNGA (2) (2011)
Marcin Orchel
Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP. ADMA (2) (2011)
Marcin Orchel
Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors. ICMMI (2011)
Marcin Orchel
Incorporating Detractors into SVM Classification. ICMMI (2009)