MathAI 2025 Conference Submissions

Separate Adjustment of Linear and Nonlinear Parameters in Neural Network Training
Sergei Sokolov, Vladimir Smolin, Podoprosvetov Aleksei
- Published: 09 Mar 2025, Last Modified: 14 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
The application of a graph neural network to forecast the reciprocal impact of wells within an oil field
Maxim Yamkin, Alexander Kugaevskikh, Timur Koshkin
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Application of Semi-Supervised Graph-Based Learning for the Classification of Solutions of Dynamical Systems
Anna Avdyushina, Constantin Ruchkin
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
ON ONE SOLUTION OF THE PROBLEM OF STOCHASTIC LONGITUDINAL OSCILLATIONS OF A VISCOELASTIC ROPE WITH MOVING BOUNDARIES USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING METHODS
Литвинов Владислав Львович
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Matrix Mixture of Experts is the Best Fast Feed-Forward
Vyacheslav Chaunin, Nikolay Mikhaylovskiy
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Method of Building RAG-Powered Instruction Dataset from Raw Corporate Text Data for LLM Fine-Tuning
Vadim Eliseev, Aleksandra Maksimova, Vitaly Bondarenko
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Adopting Domain-Specific Knowledge in ASR Systems
Legchenko Anton, Ivan Bondarenko
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Enhancing the Risk Prediction of Cervix Cancer Using RFE, SMOTE, Deep Learning and Ensemble Learning Methods
MathAI 2025 Conference Submission46 Authors
- 14 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Hyperparameter tuning in metaheuristics for NP-hard combinatorial optimization problems
Yulia Zakharova
- Published: 09 Mar 2025, Last Modified: 26 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Invariant risks without knowledge of the environment
Bratenkov Miron Andreevich, Ivan Bondarenko
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Categorical model of neural networks
Georgy Konstantinovich Tolokonnikov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
States of LLM-generated Texts and Phase Transitions between them
Nikolay Mikhaylovskiy
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
On the efficiency of non-elitist evolutionary algorithms in presence of local optima
Anton Eremeev
- Published: 09 Mar 2025, Last Modified: 25 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
GENETIC INTELLIGENCE AND TENSOR-UNITARY TRANSFORMATIONS
S.V. Petoukhov
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Token-by-Token Regeneration and Domain Biases: A Benchmark of LLMs on Advanced Mathematical Problem-Solving
Evgenii Evstafev
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
From Rules to Generalization: The efficient pre-traininig of language transformers on texts generated by context-free grammar
MathAI 2025 Conference Submission38 Authors
- 09 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Game forms of Ramsey type problems.
Dobritsyn Mikhail Dmitirievich
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Model for segmentation of forest logging in northern latitudes using Sentinel-2 images based on an ensemble of multi-specialized segmenters
Oleg Igorevich Sokolkov, Andrei Melnikov
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Neural nets for modelling of scenarios and control of epidemics
Neverov Andrei, Olga Krivorotko
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
The Influence of Conditional Distributions on Discovered Stochastic Differential Equation Models
Xeniya Bashkova, Alexander Hvatov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Exploring convolutional KAN architectures with NAS
Vladimir Latypov, Alexander Hvatov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Mathematical aspects of physics-informed neural networks architecture for studying hydrology and climate problems
MathAI 2025 Conference Submission32 Authors
- 01 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Recovering of the absorption parameter in acoustic tomography by two-stages data processing
Maxim Shishlenin
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Numerical Differentiation and Its Impact on Uncertainty in Learned Dynamical Systems
Khilchuk Maria Denisovna, Ilya Markov, Alexander Hvatov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Dynamic PA power mode DPD on base of 2-dimensional Chebyshev polynomials
MathAI 2025 Conference Submission29 Authors
- 01 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone