Vera Ignatenko

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Improving Differential Equation Solving in Compact Language Models via Activation Steering and Reinforcement Learning2026
• Transformers and State-Space Models: Fine-Tuning Techniques for Solving Differential Equations2025
• Application of Large Language Models to Solving Differential Equations: Constructing Baseline Models with LSTM and GRU2025
• Random forests with parametric entropy-based information gains for classification and regression problems2024 · аннотациясвернуть

  The random forest algorithm is one of the most popular and commonly used algorithms for classification and regression tasks. It combines the output of multiple decision trees to form a single result. Random forest…

• Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics2024
• Using large language models for extracting and pre-annotating texts on mental health from noisy data in a low-resource language2024
• Analysis and tuning of hierarchical topic models based on Renyi entropy approach2021
• Analyzing the Influence of Hyper-parameters and Regularizers of Topic Modeling in Terms of Renyi Entropy2020 · аннотациясвернуть

  Topic modeling is a popular technique for clustering large collections of text documents. A variety of different types of regularization is implemented in topic modeling. In this paper, we propose a novel approach for…