MathAI 2025 Conference Submissions

A review of state-of-the-art methods for evaluating the quality of large language models in systems using RAG
MathAI 2025 Conference Submission28 Authors
- 01 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Development of new models of turbulence in hydrodynamics and deep learning
MathAI 2025 Conference Submission27 Authors
- 01 Feb 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Interpretability in Mathematics and XAI
Alexey Stukachev, Vitaliya Strepetova, Cao Zilu, Chen Liu, Ulyana Zaitseva
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
PHYSICS-INFORMED RADIAL BASIS FUNCTION NETWORKS AND KOLMOGOROV-ARNOLD NETWORKS
Стенькин Дмитрий Александрович, Горбаченко Владимир Иванович
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
New results for operator Michelson contrast
Andrej Novikov
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Neuron-Level Architecture Search for Efficient Model Design
MathAI 2025 Conference Submission23 Authors
- 31 Jan 2025 (modified: 21 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Conceptual Framework for Trustworthy Artificial Intelligence: Combining Large Language Models with Formal Logic Systems
Andrey Nechesov, Dmitry Kondratyev, Sviridenko Dmitry, Igor Anureev, Natalia Garanina, Gumirow Andrei, Ivan Gorobets, Dementyeva Yana
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Probabilistic sparse variational model based on Gaussian processes for energy parameter forecasting
Sergei Strijhak
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
From Papers To Peers: LLM-based Algorithm For Selecting Reviewers
MathAI 2025 Conference Submission20 Authors
- 31 Jan 2025 (modified: 22 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Mirror Descent Methods with Weighting Scheme for Outputs for Constrained Variational Inequality Problems
Mohammad Alkousa, Belal A. Alashqar, Fefor S. Stonyakin, Tarek NABHANI, Seydamet Ablaev
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Finiteness and complexity in the time of AI
MathAI 2025 Conference Submission18 Authors
- 31 Jan 2025 (modified: 25 Mar 2025)
- MathAI 2025 Conference Submission
- Readers: Everyone
Using knowledge graph in adapting language model on mathematical text
Ольга Атаева, Natalia Tuchkova
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Know When to Say No: Improving the Safety of Machine Learning Models Through Refusal
MathAI 2025 Conference Submission16 Authors
- 30 Jan 2025 (modified: 20 Feb 2025)
- MathAI 2025 Conference Withdrawn Submission
- Readers: Everyone
Forecasting socially significant epidemics based on deep learning of incomplete data
MathAI 2025 Conference Submission15 Authors
- 30 Jan 2025 (modified: 09 Mar 2025)
- Submitted to MathAI 2025
- Readers: Everyone
Deep GNN-driven Surrogate for the Better Meta-learning in AutoML
Nikolay Nikitin, Konstantin Cherniak, Mardyshkin Rostislav Romanovich, Egor Shikov, Peter Shevchenko, Illarion L. Iov, Maiia Pinchuk, Grigorii Kirgizov, Andrey Stebenkov, Anna Kalyuzhnaya
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
A Consistent Method for Generating Synthetic Tabular Data with a Fully Connected Neural Network
Andrew Perminov, Andrey Kovalenko, Denis Turdakov
- Published: 09 Mar 2025, Last Modified: 10 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
The Power of Task-Based Approach in Building Trustworthy AI Systems
Evgenii Vityaev, Sergey Goncharov, Sviridenko Dmitry, Andrey Nechesov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Metaverse Architectures: Hypernetwork and Blockchain Synergy
Janne Ruponen, Ivan Dorokhov, Sergey Evgenievich Barykin, Sergey Sergeev, Andrey Nechesov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Time-Exact Multi-Blockchain Architectures for Trustworthy Multi-Agent Systems
Ivan Dorokhov, Janne Ruponen, Roman Schutski, Andrey Nechesov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Generalized Reputation Computation Ontology and Temporal Graph Architecture
Anton Kolonin
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Application of blurry models for semantic modelling of object domains
Gulnara Yakhyaeva
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Random forest regression and Shapley additive explanation for effective dose rate estimation in high-energy neutron fields based on Bonner spectrometer measurements
Konstantin Chizhov
- Published: 09 Mar 2025, Last Modified: 11 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
HOUND: High-Order Universal Numerical Differentiator for a Parameter-free Polynomial Online Approximation
Igor Katrichek
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Corner Gradient Descent
Dmitry Yarotsky
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone
Position-Adaptive Optimization for Agent Confrontation Using the Game Triangle Plane Model
Xiangri LU
- Published: 09 Mar 2025, Last Modified: 09 Mar 2025
- MathAI 2025 Oral
- Readers: Everyone