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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MathAI 2025 Conference Withdrawn Submission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
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