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MathAI
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MathAI 2025 Conference Withdrawn Submission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MathAI 2025 Conference Withdrawn Submission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MathAI 2025 Conference Withdrawn Submission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MathAI 2025 Conference Withdrawn Submission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
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