Olga Frolova

According to our database, Olga Frolova authored at least 5 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Hebb-Inspired Low Rank Adapters for Large Language Models Fine-Tuning.

Alexander Demidovskij, Artyom Tugaryov, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Pengcheng Xie, Irina Novikova, Egor Zharikov, Vasilisa Blyudova, Yuri Ignatiev

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

Going Beyond LoRA Fine-Tuning with Hebb Learning: Blazingly Fast and Accurate.

Alexander Demidovskij, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Artyom Tugaryov, Yuri Ignatiev, Vasilisa Blyudova, Egor Zharikov, Irina Novikova

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

On the Influence of Layer Importance on LLM Fine-Tuning Acceleration and Quality.

Alexander Demidovskij, Irina Novikova, Artyom Tugaryov, Vasilisa Blyudova, Olga Frolova, Yuri Ignatiev, Igor Salnikov, Aleksei Trutnev, Egor Zharikov

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2011

Representation of the heat specific creep rupture behaviour of 9%Cr steels using neural networks.

Olga Frolova, Eberhard Roos, Karl Maile, Wolfhart Müller

Trans. Mach. Learn. Data Min., 2011

2010

Representation of the Heat Specific Creep Rupture Behavior of 9%Cr Steels using Neural Networks.

Olga Frolova, Karl Maile, Wolfhart Müller

Proceedings of the Advances in Data Mining. 10th Industrial Conference, 2010