Contact:
Room: 502
Position:
Assistant Professor
Research teams:
Struktury i metody uczenia sieci neuronowych
Classes:
Programowanie niskopoziomowe lab
PhD Eng
Bartosz Kowalczyk
Office hours: Środa: 17:00-20:00.
Papers (17)
2024 (1)
Bilski J., Kowalczyk B., Dymova L., Xiao M., Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam. (0)
Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam
, Accelerating Neural Network Training with FSGQR: A Scalable and High-Performance Alternative to Adam, Journal of Artificial Intelligence and Soft Computing Research, 15, 15, 95-113, 2024, Cites: 02023 (5)
Bilski J., Kowalczyk B., A Novel Approach to the GQR Algorithm for Neural Networks Training. (0)
A Novel Approach to the GQR Algorithm for Neural Networks Training
, A Novel Approach to the GQR Algorithm for Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14125 LNAI, 14125 LNAI, 3-11, 2023, Cites: 0
Bilski J., Kowalczyk B., Smolag J., On Speeding up the Levenberg-Marquardt Learning Algorithm. (0)
On Speeding up the Levenberg-Marquardt Learning Algorithm
, On Speeding up the Levenberg-Marquardt Learning Algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14125 LNAI, 14125 LNAI, 12-22, 2023, Cites: 0
Bilski J., Smolag J., Kowalczyk B., Grzanek K., Izonin I., Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks. (29)
Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks
, Fast Computational Approach to the Levenberg-Marquardt Algorithm for Training Feedforward Neural Networks, Journal of Artificial Intelligence and Soft Computing Research, 13, 13, 45-61, 2023, Cites: 29
Dudzik S., Kowalczyk B., Forecasting of solar energy production using the NEXO platform and VRM Portal. (0)
Forecasting of solar energy production using the NEXO platform and VRM Portal
, Forecasting of solar energy production using the NEXO platform and VRM Portal, Przeglad Elektrotechniczny, 2023, 2023, 224-227, 2023, Cites: 0
Bilski J., Kowalczyk B., Smolag J., A New Computational Approach to the Levenberg-Marquardt Learning Algorithm. (0)
A New Computational Approach to the Levenberg-Marquardt Learning Algorithm
, A New Computational Approach to the Levenberg-Marquardt Learning Algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13588 LNAI, 13588 LNAI, 16-26, 2023, Cites: 02022 (1)
Bilski J., Kowalczyk B., Kisiel-Dorohinicki M., Siwocha A., Zurada J., Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm. (12)
Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm
, Towards a Very Fast Feedforward Multilayer Neural Networks Training Algorithm, Journal of Artificial Intelligence and Soft Computing Research, 12, 12, 181-195, 2022, Cites: 122021 (2)
Bilski J., Kowalczyk B., Marjanski A., Gandor M., Zurada J., A Novel Fast Feedforward Neural Networks Training Algorithm. (15)
A Novel Fast Feedforward Neural Networks Training Algorithm
, A Novel Fast Feedforward Neural Networks Training Algorithm, Journal of Artificial Intelligence and Soft Computing Research, 11, 11, 287-306, 2021, Cites: 15
Bilski J., Kowalczyk B., A New Variant of the GQR Algorithm for Feedforward Neural Networks Training. (1)
A New Variant of the GQR Algorithm for Feedforward Neural Networks Training
, A New Variant of the GQR Algorithm for Feedforward Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12854 LNAI, 12854 LNAI, 41-53, 2021, Cites: 12020 (3)
Bilski J., Kowalczyk B., Zurada J.M., A New Algorithm with a Line Search for Feedforward Neural Networks Training. (0)
A New Algorithm with a Line Search for Feedforward Neural Networks Training
, A New Algorithm with a Line Search for Feedforward Neural Networks Training, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12415 LNAI, 12415 LNAI, 15-26, 2020, Cites: 0
Kowalczyk B., Szelag P., SmartX – IoT MANAGEMENT PLATFORM. (0)
SmartX – IoT MANAGEMENT PLATFORM
, SmartX – IoT MANAGEMENT PLATFORM, Rynek Energii, 2020, 2020, 54-60, 2020, Cites: 0
Bilski J., Kowalczyk B., Marchlewska A., Zurada J.M., Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks. (80)
Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks
, Local Levenberg-Marquardt Algorithm for Learning Feedforwad Neural Networks, Journal of Artificial Intelligence and Soft Computing Research, 10, 10, 299-316, 2020, Cites: 802019 (1)
Bilski J., Kowalczyk B., Cader A., Modifications of the Givens Training Algorithm for Artificial Neural Networks. (2)
Modifications of the Givens Training Algorithm for Artificial Neural Networks
, Modifications of the Givens Training Algorithm for Artificial Neural Networks, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11508 LNAI, 11508 LNAI, 14-28, 2019, Cites: 22018 (1)
Bilski J., Kowalczyk B., Grzanek K., The parallel modification to the levenberg-marquardt algorithm. (11)
The parallel modification to the levenberg-marquardt algorithm
, The parallel modification to the levenberg-marquardt algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10841 LNAI, 10841 LNAI, 15-24, 2018, Cites: 112017 (1)
Bilski J., Kowalczyk B., Zurada J.M., Parallel implementation of the givens rotations in the neural network learning algorithm. (5)
Parallel implementation of the givens rotations in the neural network learning algorithm
, Parallel implementation of the givens rotations in the neural network learning algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10245 LNAI, 10245 LNAI, 14-24, 2017, Cites: 52016 (1)
Bilski J., Kowalczyk B., Zurada J.M., Application of the givens rotations in the neural network learning algorithm. (14)
Application of the givens rotations in the neural network learning algorithm
, Application of the givens rotations in the neural network learning algorithm, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9692, 9692, 46-56, 2016, Cites: 142012 (1)
Krupa T., Majewski P., Kowalczyk B., Turek W., On-demand web search using browser-based volunteer computing. (5)
