Introductory Words of AI Journey Team The AI Journey Team EditorialNotes 11 March 2024 Pages: S167 - S167
Probability Calibration with Fuzzy Set Theory to Improve Early Cancer Detection O. A. FilimonovaA. G. OvsyannikovN. V. Biryukova OriginalPaper 09 February 2024 Pages: S179 - S185
Optimization of Physics-Informed Neural Networks for Solving the Nolinear Schrödinger Equation I. ChuprovJiexing GaoV. Zemlyakov OriginalPaper 09 February 2024 Pages: S186 - S195
Deep Learning Approach to Classification of Acoustic Signals Using Information Features P. V. LysenkoI. A. NasonovL. M. Berlin OriginalPaper 09 February 2024 Pages: S196 - S204
Adaptive Spectral Normalization for Generative Models E. A. EgorovA. I. Rogachev OriginalPaper 09 February 2024 Pages: S205 - S214
Deep Metric Learning: Loss Functions Comparison R. L. VasilevA. G. D’yakonov OriginalPaper 09 February 2024 Pages: S215 - S225
Spectral Neural Operators V. S. FanaskovI. V. Oseledets OriginalPaper 09 February 2024 Pages: S226 - S232
A New Computationally Simple Approach for Implementing Neural Networks with Output Hard Constraints A. V. KonstantinovL. V. Utkin OriginalPaper 09 February 2024 Pages: S233 - S241
Solving Large-Scale Routing Optimization Problems with Networks and Only Networks A. G. SorokaA. V. Meshcheryakov OriginalPaper 09 February 2024 Pages: S242 - S247
Algorithms with Gradient Clipping for Stochastic Optimization with Heavy-Tailed Noise M. Danilova OriginalPaper 11 March 2024 Pages: S248 - S256
Towards Discovery of the Differential Equations A. A. HvatovR. V. Titov OriginalPaper 11 March 2024 Pages: S257 - S264
Towards Efficient Learning of GNNs on High-Dimensional Multilayered Representations of Tabular Data A. V. MedvedevA. G. Djakonov OriginalPaper 11 March 2024 Pages: S265 - S271
Activations and Gradients Compression for Model-Parallel Training M. I. RudakovA. N. BeznosikovA. V. Gasnikov OriginalPaper 25 March 2024 Pages: S272 - S281
Possibility of Recovering Message Segments Based on Side Information about Original Characters A. G. Malashina OriginalPaper 25 March 2024 Pages: S282 - S292
Neural Network Approach to the Problem of Predicting Interest Rate Anomalies under the Influence of Correlated Noise G. A. ZotovP. P. Lukianchenko OriginalPaper 25 March 2024 Pages: S293 - S299
Min-Max Optimization over Slowly Time-Varying Graphs Nhat Trung NguyenA. RogozinA. Gasnikov OriginalPaper 25 March 2024 Pages: S300 - S309
Automated System for Analysis of OCT Retina Images Development and Testing L. E. AksenovaK. D. AksenovV. V. Myasnikova OriginalPaper 25 March 2024 Pages: S310 - S316
Statistical Online Learning in Recurrent and Feedforward Quantum Neural Networks S. V. Zuev OriginalPaper 25 March 2024 Pages: S317 - S324
1-Dimensional Topological Invariants to Estimate Loss Surface Non-Convexity D. S. VoronkovaS. A. BarannikovE. V. Burnaev OriginalPaper 25 March 2024 Pages: S325 - S332
Barcodes as Summary of Loss Function Topology S. A. BarannikovA. A. KorotinE. V. Burnaev OriginalPaper 25 March 2024 Pages: S333 - S347
Optimal Analysis of Method with Batching for Monotone Stochastic Finite-Sum Variational Inequalities A. PichuginM. PechinA. Gasnikov OriginalPaper 25 March 2024 Pages: S348 - S359
SpiderNet: Fully Connected Residual Network for Fraud Detection S. V. AfanasievA. A. SmirnovaD. M. Kotereva OriginalPaper 09 February 2024 Pages: S360 - S367
Automating the Temperament Assessment of Online Social Network Users V. D. OliseenkoA. O. KhlobystovaT. V. Tulupyeva OriginalPaper 09 February 2024 Pages: S368 - S373
An Explained Artificial Intelligence-Based Solution to Identify Depression Severity Symptoms Using Acoustic Features S. ShalilehA. O. KoptsevaO. V. Dragoy OriginalPaper 09 February 2024 Pages: S374 - S381
Hierarchical Method for Cooperative Multiagent Reinforcement Learning in Markov Decision Processes V. E. BolshakovA. N. Alfimtsev OriginalPaper 11 March 2024 Pages: S382 - S392
Accessible Russian Large Language Models: Open-Source Models and Instructive Datasets for Commercial Applications D. P. KosenkoYu. M. KuratovD. R. Zharikova OriginalPaper 11 March 2024 Pages: S393 - S398
Graph Models for Contextual Intention Prediction in Dialog Systems D. P. KuznetsovD. R. Ledneva OriginalPaper 11 March 2024 Pages: S399 - S415
Neural Networks for Coordination Analysis A. I. PredelinaS. Yu. DulikovA. M. Alekseev OriginalPaper 11 March 2024 Pages: S416 - S423
Text Reuse Detection in Handwritten Documents A. V. GrabovoyM. S. KaprielovaYu. V. Chekhovich OriginalPaper 11 March 2024 Pages: S424 - S433
Artificially Generated Text Fragments Search in Academic Documents G. M. GritsayA. V. GrabovoyYu. V. Chekhovich OriginalPaper 11 March 2024 Pages: S434 - S442
eco4cast: Bridging Predictive Scheduling and Cloud Computing for Reduction of Carbon Emissions for ML Models Training M. TiutiulnikovV. LazarevS. Budennyy OriginalPaper 11 March 2024 Pages: S443 - S455
MTS Kion Implicit Contextualised Sequential Dataset for Movie Recommendation I. SafiloD. TikhonovichD. I. Ignatov OriginalPaper 25 March 2024 Pages: S456 - S464
Optimal Data Splitting in Distributed Optimization for Machine Learning D. MedyakovG. MolodtsovA. Gasnikov OriginalPaper 25 March 2024 Pages: S465 - S475
Machine Learning As a Tool to Accelerate the Search for New Materials for Metal-Ion Batteries V. T. OsipovM. I. GongolaA. A. Kabanov OriginalPaper 25 March 2024 Pages: S476 - S483
Investigation of Neural Network Algorithms for Human Movement Prediction Based on LSTM and Transformers S. V. ZhiganovY. S. IvanovD. M. Grabar OriginalPaper 25 March 2024 Pages: S484 - S493
Safe Pretraining of Deep Language Models in a Synthetic Pseudo-Language T. E. GorbachevaI. Y. Bondarenko OriginalPaper 25 March 2024 Pages: S494 - S502
Do we Benefit from the Categorization of the News Flow in the Stock Price Prediction Problem? T. D. KulikovaE. Yu. KovtunS. A. Budennyy OriginalPaper 25 March 2024 Pages: S503 - S510
No Two Users Are Alike: Generating Audiences with Neural Clustering for Temporal Point Processes V. ZhuzhelV. GrabarE. Burnaev OriginalPaper 25 March 2024 Pages: S511 - S528
ESGify: Automated Classification of Environmental, Social, and Corporate Governance Risks A. KazakovS. DenisovaS. Budennyy OriginalPaper 25 March 2024 Pages: S529 - S540