Kulikovskikh, Ilona M.

2021

• 1 Kulikovskikh I. M. , Legovic T. Growth and harvest induce essential dynamics in neural networks // GECCO 2021 Companion - Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion. — 2021. — P. 157-158

2020

• 1 Kulikovskikh I. M. Reducing computational costs in deep learning on almost linearly separable training data // Computer Optics 2020. — Vol. 44. Issue 2. — P. 282-289
• 2 Kulikovskikh I. M. , Lipic T., Šmuc T. From knowledge transmission to knowledge construction: A step towards human-like active learning // ENTROPY 2020. — Vol. 22. Issue 8.

2019

• 1 Kulikovskikh I.M., Prokhorov S.A., Legovic T. etc. Growing descent of stochastic gradient with the generalized logistic map // V Международная конференция и молодёжная школа «Информационные технологии и нанотехнологии» (ИТНТ-2019). — 2019. — Vol. 4. — P. 338-344
• 2 Kulikovskikh I. M. , Prokhorov S. A. , Legović T. etc. An SGD-based meta-learner with "growing" descent // Journal of Physics: Conference Series. — 2019. — Vol. 1368. Issue 5.
• 3 Kulikovskikh I. M. , Prokhorov S. A. , Lipić T. etc. BioGD: Bio-inspired robust gradient descent // PLoS ONE 2019. — Vol. 14. Issue 7.

2018

• 1 Kulikovskikh I. M. Meixner Nonorthogonal Filters // Automation and Remote Control 2018. — Vol. 79. Issue 8. — P. 1458-1473
• 2 Kulikovskikh I. M. , Prokhorov S. A. Psychological perspectives on implicit regularization: A model of retrieval-induced forgetting (RIF) // Journal of Physics: Conference Series. — 2018. — Vol. 1096. Issue 1.
• 3 Kulikovskikh I.M., Prokhorov S.A. A method of implicit regularization based on the phenomena of retrieval-induced forgetting (RIF) // IV Международная конференция и молодёжная школа «Информационные технологии и нанотехнологии» (ИТНТ-2018). — 2018. — P. 2132-2137

2017

• 1 Kulikovskikh I. M. , Prokhorov S. A. Minimizing the effects of floor and ceiling to improve the convergence of log-likelihood // Procedia Engineering. — 2017. — Vol. 201. — P. 779-788
• 2 Kulikovskikh I. M. , Prokhorov S. A. , Suchkova S.A. Promoting collaborative learning through regulation of guessing in clickers // Computers in Human Behavior 2017. — Vol. 75. — P. 81-91
• 3 Kulikovskikh I.M., Prokhorov S.A. Modifications of log-likelihood to measure floor and ceiling effects // III Международная конференция и молодежная школа "Информационные технологии и нанотехнологии (ИТНТ-2017)". — 2017. — P. 1857-1861
• 4 Kulikovskikh I. M. Cognitive validation map for early occupancy detection in environmental sensing // Engineering Applications of Artificial Intelligence 2017. — Vol. 65. — P. 330-335
• 5 Kulikovskikh I.M., Prokhorov S.A. Метод обучения машин на основе энактивистского подхода к извлечению информации // XII Международная научно-техническая конференция "Аналитические и численные методы моделирования естественно-научных и социальных проблем". — 2017. — P. 175-179
• 6 Kulikovskikh I. M. Anomaly detection in an ecological feature space to improve the accuracy of human activity identification in buildings // Computer Optics 2017. — Vol. 41. Issue 1. — P. 126-133

2016

• 1 Prokhorov S. A. , Kulikovskikh I. M. Pole position problem for Meixner filters // Signal Processing 2016. — Vol. 120. — P. 8-12

2015

• 1 Prokhorov S. A. , Kulikovskikh I. M. Unique condition for generalized Laguerre functions to solve pole position problem // Signal Processing 2015. — Vol. 108. — P. 25-29
• 2 Prokhorov S. A. , Kulikovskikh I. M. Fuzzy learning performance assessment based on decision making under internal uncertainty // 2015 7th Computer Science and Electronic Engineering Conference, CEEC 2015 - Conference Proceedings. — 2015. — P. 65-70