Marcin Orchel

According to our database, Marcin Orchel authored at least 13 papers between 2009 and 2021.

Collaborative distances:

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

2021

Improved Update Rule and Sampling of Stochastic Gradient Descent with Extreme Early Stopping for Support Vector Machines.

Marcin Orchel, Johan A. K. Suykens

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

Fast Hyperparameter Tuning for Support Vector Machines with Stochastic Gradient Descent.

Marcin Orchel, Johan A. K. Suykens

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

2019

Axiomatic Kernels on Graphs for Support Vector Machines.

Marcin Orchel, Johan A. K. Suykens

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Knowledge-Uncertainty Axiomatized Framework with Support Vector Machines for Sparse Hyperparameter Optimization.

Marcin Orchel

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Clustering by support vector manifold learning.

Marcin Orchel

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2015

Solving classification problems by knowledge sets.

Marcin Orchel

Neurocomputing, 2015

Balanced Support Vector Regression.

Marcin Orchel

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2012

Support vector regression based on data shifting.

Marcin Orchel

Neurocomputing, 2012

2011

Support Vector Regression as a Classification Problem with a Priori Knowledge in the Form of Detractors.

Marcin Orchel

Proceedings of the Man-Machine Interactions 2, 2011

Regression Based on Support Vector Classification.

Marcin Orchel

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Incorporating a Priori Knowledge from Detractor Points into Support Vector Classification.

Marcin Orchel

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Support Vector Regression with A Priori Knowledge Used in Order Execution Strategies Based on VWAP.

Marcin Orchel

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2009

Incorporating Detractors into SVM Classification.

Marcin Orchel

Proceedings of the Man-Machine Interactions, 2009