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DBP-Finder: Enhanced Identification of DNA-Binding Proteins Using Fine-Tuned Protein. Language Models
Alexander Gavrilenko
Parallel Clustering Algorithm for the k-medoids Problem in High-dimensional Space for Large-scale Datasets
Sergey Vandanov
Rejection-based EEG Signal Classification
Artyom Matveev
Study of optimization methods in the task of segmentation and defect detection in structural materials
Timur Bavshin
Acceleration Exists! Optimization Problems When Oracle Can Only Compare Objective Function Values
Aleksandr Lobanov
Comparison of Traditional and AI-based Models for IMD2 Cancellation
Aleksandr Maslovskiy
Local SGD converges faster for quadratic-like objectives and requires less communication
Andrey Sadchikov
A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems
Andrey Veprikov
Shuffling Heuristic in Variational Inequalities Establishing New Convergence Guarantees
Daniil Medyakov
Operator learning for constructing transparent BC for hyperbolic equations
Danila Rodionov
Decentralized Optimization with Coupled Constraints
Demyan Yarmoshik
Automatic segmentation of epicardial fat and quantification of radiomic parameters in cardiac computed tomography
Denis Samatov
Bregman Proximal Method for Efficient Communications under Similarity
Dmitry Bylinkin
Path-based approach for Important Node Exploration
Elfat Sabitov
Path-based approach for Important Node Exploration
Elfat Sabitov
Shuffling Heuristic in Variational Inequalities Establishing New Convergence Guarantees
Gleb Molodtsov
Longitudinal Movement Adaptive Control
Ilia Chichkanov
LLM in RecSys
Irina Maltseva
NeRF with semantics for reconstruction of 3D scene and object segmentation by text prompts
Julia Kudryavtseva
Multimodal approaches in stock price prediction
Kasymkhan Khubiyev
Language-dependent Moral Basis of Large Language Models in a Trolley Dilemma
Konstantin Baltsat
Tensor bandits and their applications
Maryna Horbach
Primal-Dual Gradient Methods for Searching Network Equilibria in Combined Models with Nested Choice Structure and Capacity Constraints
Meruza Kubentaeva
Estimating cloud base height from all-sky imagery using artificial neural networks
Mikhail Borisov
Average-case analysis for distributed consensus algorithms on regular graphs
Nhat Trung Nguyen
Interior point methods for mathematical optimization
Nikita Kulakov
Application of gradient methods to solving ill-posed problems of mathematical physics
Nikita Pletnev
Diffractive neural networks for image processing
Victor Krasnikov
Metropolis-Hastings with Approximate Acceptance Ratio Calculation
Yury Svirschevsky