Избранные публикации сотрудников факультета
2025
Does Diffusion Beat GAN in Image Super Resolution?
Kuznedelev D., Startsev V., Shlenskii D., Kastryulin S.
International Conference on Learning Representations (ICLR 2025)
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
Rubachev I., Kartashev N., Gorishniy Y., Babenko A.
International Conference on Learning Representations (ICLR 2025)
Thermal stability of monolayer fullerene networks: A molecular dynamics study with machine-learning potential
Alekseev D., Lazarev M. et al.
Computational Materials Science 248:113572
Performance Modeling of Data Storage Systems using Generative Models
Al-Maeeni A., Temirkhanov A., Ryzhikov A., Hushchyn M.
IEEE Access 13, 49643 – 49658
Data augmentation with generative models improves detection of Non-B DNA structures
Cherednichenko O., Poptsova M.
Computers in Biology and Medicine 184:109440
Accuracy Certificates for Convex Minimization with Inexact Oracle
Gladin E., Gasnikov A., Dvurechensky P.
Journal of Optimization Theory and Applications 204:1
Advancing Sequential Manga Colorization for AR Through Data Synthesis
Golyadkin M., Saraev S., Makarov I.
IEEE Access 13, 7526 – 7537
Identifying Top-Performing Students via VKontakte Social Media Communities Using Advanced NLP Techniques
Gorshkov S., Ignatov D. et al.
IEEE Access 13, 962 – 979
SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis
Ivanov P., Golyadkin M., Makarov I. et al.
IEEE Access 13, 25186 – 25197
A proof of the Paz conjecture for 6 × 6 matrices
Khrystik M., Maksaev A.
Linear Algebra and its Applications 704, 249 – 269
PRISM-TopoMap: online topological mapping with place recognition and scan matching
Muravyev K., Melekhin A., Yudin D., Yakovlev K.
IEEE Robotics and Automation Letters 10, 3126 – 3133
On eigenvalues and eigenfunctions of the operators defining multidimensional scaling on some symmetric spaces
Ma T., Stepanov E.
Information and Inference 14:iaae038
Ancient DNA analysis of elite nomadic warrior from Chinge-Tey I funerary commemorative complex in the “Valley of the Kings”, Tuva
Nedoluzhko A. Rakitko A. et al.
BMC Genomics 26:220
On q-Deformed Cubic Equations: The Quantum Heptagon and Nonagon
Ovsienko V., Ustinov A.
Results in Mathematics 80
Fast gradient-free activation maximization for neurons in spiking neural networks
Pospelov N., Beketov M. et al.
Neurocomputing 618:129070
Sharper dimension-free bounds on the Frobenius distance between sample covariance and its expectation
Puchkin N., Noskov F., Spokoiny V.
Bernoulli: a journal of mathematical statistics and probability 31, 1664 – 1691
Primes in tuples and Romanoff's theorem
Radomskii A.
Izvestiya. Mathematics 89, 125 – 139
Environmental impact of the launch vehicle "Soyuz-FG" emergency falling in Kazakhstan
Semenkov I., Klink G. et al.
Environmental Science and Pollution Research 32, 2592 – 2605
Toric varieties admitting an action of a unipotent group with a finite number of orbits
Shafarevich A.
Research in the Mathematical Sciences 12:6
Inexact Laplace approximation and the use of posterior mean in Bayesian inference
Spokoiny V.
Bayesian Anal 20, 1303 – 1330
Bitcoin Ordinals: Bitcoin Price and Transaction Fee Rate Predictions
Wang M., Braslavski P., Manevich V., Ignatov D.
IEEE Access 13, 35478 – 35489
Traffic Prediction Based on Formal Concept-Enhanced Federated Graph Learning
Wu K. Kuznetsov S. et al.
IEEE Transactions on Intelligent Transportation Systems
Jordan Constants of Cremona Group of Rank 2 Over Fields of Characteristic Zero
Zaitsev A.
International Mathematics Research Notices 6:rnaf051
2024
Leveraging Summarization for Unsupervised Dialogue Topic Segmentation
Artemiev A.,Vasilev A., Savchenko A. et al.
Association for Computational Linguistics (NAACL 2024), 4697 – 4704
Random eigenvalues of graphenes and the triangulation of plane
Bille A., Buchstaber V. et al.
Journal of Physics A: Mathematical and Theoretical 58:025212
The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
Bobkov D., Titov V., Alanov A., Vetrov D.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), 9337 – 9346
Truth-O-Meter: Handling Multiple Inconsistent Sources Repairing LLM Hallucinations
Galitsky B., Chernyavskiy A., Ilvovsky D.
ACM International Conference on Research and Development in Information Retrieval (SIGIR 2024)
Weak-to-Strong 3D Object Detection with X-Ray Distillation
Gambashidze A., Golyadkin M., Makarov I. et al.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), 15055 – 15064
CA-SER: Cross-Attention Feature Fusion for Speech Emotion Recognition
Deeb B., Savchenko A., Makarov I.
European Conference on Artificial Intelligence (ECAI 2024), 4479 – 4482
TabR: Tabular Deep Learning Meets Nearest Neighbors
Gorishniy Y., Rubachev I., Kartashev N., Shlenskii D., Kotelnikov A., Babenko A.
International Conference on Learning Representations (ICLR 2024)
Pose Networks Unveiled: Bridging the Gap for Monocular Depth Perception
Dayoub Y., Savchenko A., Makarov I.
IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR 2024), 584 – 587
CA-SER: Cross-Attention Feature Fusion for Speech Emotion Recognition
Deeb B., Savchenko A., Makarov I.
uropean Conference on Artificial Intelligence (ECAI 2024), 4479 – 4482
When contranominal scales give a solution to the Zarankiewicz problem?
Ignatov D.
European Conference on Artificial Intelligence (ECAI 2024)
SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
Mangold P., Samsonov S.,Levin I., Naumov A., Moulines E. et al.
Advances in Neural Information Processing Systems (NeurIPS 2024), 13927 – 13981
Queuing dynamics of asynchronous Federated Learning
Leconte L., Jonckheere M., Samsonov S., Moulines E.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 1711 – 1719
HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
Nikolaev M., Kuznetsov M., Vetrov D., Alanov A.
Advances in Neural Information Processing Systems (NeurIPS 2024), 45600 – 45635
Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach
Peshekhonov I., Arzhantsev A., Rakhuba M.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 3304 – 3312
Efficient Conformal Prediction under Data Heterogeneity
Plassier V., Noskov F. et al.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4879 – 4887
Decentralized saddle point problems via non-Euclidean mirror prox
Rogozin A., Beznosikov A., Dvinskikh D., Gasnikov A. et al.
Optimization Methods and Software
AADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes
Pozdnyakov V., Makarov I. et al.
International Joint Conference on Artificial Intelligence (IJCAI 2024), 8776 – 8779
Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems
Puchkin N., Gorbunov E., Kutuzov N., Gasnikov A.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 856 – 864
Dimension-free Structured Covariance Estimation
Puchkin N., Rakhuba M.
Annual Conference on Learning Theory (PMLR 2024), 4276 – 4306
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation
Rakitin D., Shchekotov I, Vetrov D.
International Conference on Machine Learning (ICML 2024)
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models
Razzhigaev A., Goncharova E. et al.
European Association for Computational Linguistics (EACL 2024), 868 – 874
Your Transformer is Secretly Linear
Razzhigaev A., Goncharova E. et al.
Association for Computational Linguistics (ACL 2024), 5376 – 5384
Where Do Large Learning Rates Lead Us?
Sadrtdinov I., Kodryan M., Vetrov D. et al.
Advances in Neural Information Processing Systems (NeurIPS 2024)
Gaussian approximation and multiplier bootstrap for polyak-ruppert averaged linear stochastic approximation with applications to td learning
Samsonov S., Moulines E., Naumov A. et al.
Advances in Neural Information Processing Systems (NeurIPS 2024), 12408 – 12460
Device-Specific Facial Descriptors: Winning a Lottery with a SuperNet
Savchenko A., Maslov D., Makarov I.
European Conference on Artificial Intelligence (ECAI 2024), 4439 – 4442
Neural Click Models for Recommender Systems
Shirokikh M., Vasilev A., Savchenko A., Nikolenko S. et al.
ACM International Conference on Research and Development in Information Retrieval (SIGIR 2024), 2553 – 2558
Generative Flow Networks as Entropy-Regularized RL
Tiapkin D., Morozov N., Naumov A.,Vetrov D.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4213 – 4221
Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures
Tutubalina E., Kadurin A., Savchenko A.
Association for Computational Linguistics (ACL 2024), 470 – 482
Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
Yakovlev K., Nikolenko S., Bout A.
Association for Computational Linguistics (EMNLP 2024), 5967 – 5974
When is Mean-Field Reinforcement Learning Tractable and Relevant?
Yardim B., Goldman A., He N.
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024), 2038 – 2046
Review on automated 2D material design
Al-Maeeni A., Lazarev M. et al.
2D Materials 11:032002
Limit points and additive group actions
Arzhantsev I.
Ricerche di Matematica 73, 715 – 724
On conjugacy of additive actions in the affine Cremona group
Arzhantsev I.
Quaestiones Mathematicae
Affine homogeneous varieties and suspensions
Arzhantsev I., Zaitseva Y.
Research in Mathematical Sciences 11:27
A Voronoi summation formula for non-holomorphic Maass forms of half-integral weight
Balkanova O., Frolenkov D.
Monatshefte fur Mathematik 203, 733 – 764
Z-DNA formation in promoters conserved between human and mouse are associated with increased transcription reinitiation rates
Beknazarov N., Konovalov D., Herbert A., Poptsova M.
Scientific Reports 14:17786
Nonparametric statistical inference for compound models
Belomestny D.
Statistics 58, 943 — 960
Theoretical guarantees for neural control variates in MCMC
Belomestny D., Goldman A., Naumov A., Samsonov S.
Mathematics and Computers in Simulation
Exact p-value calculation for XCorr scoring of high-resolution MS/MS data
Bhimani K., Peresadina A., Vozniu D., Kertész‐Farkas A.
Proteomics 24:2300145
Makar–Limanov Invariants of Nonnormal Affine Toric Varieties
Boldyrev I.
Mediterranean Journal of Mathematics 21:93
Computing remoteness functions of Moore, Wythoff, and Euclid’s games
Boros E., Gurvich V. et al.
International Journal of Game Theory
On orbits of automorphism groups on horospherical varieties
Borovik V., Gaifullin S., Shafarevich A.
Mathematische Nachrichten
Data complexity: An FCA-based approach
Buzmakov A., Dudyrev E., Kuznetsov S. et al.
International Journal of Approximate Reasoning 165:109084
MMCP Team at ImageCLEFmed MEDVQA-GI 2024 Task: Diffusion Models for Text-to-Image Generation of Colonoscopy Images
Chaichuk M., Tutubalina E.
Transactions of the Association for Computational Linguistics
The rigidity of Hirzebruch genera on the Caley plane and the Witten genus
Chernykh G.
Uspekhi Matematicheskikh Nauk 79, 169 – 170
Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task
Davydova V., Yang H., Tutubalina E.
Journal of Biomedical Informatics 149:104555
Model predictive path integral for decentralized multi-agent collision avoidance
Dergachev S., Yakovlev K.
PeerJ Computer Science 10:e2220
Upper bound on saturation time of metric graphs by intervals moving on them
Eliseev A., Chernyshev V.
Mathematical Analysis and Applications 531:127873
Molecular dynamics simulations of nucleosomes are coming of age
Fedulova A., Shaytan A. et al.
Wiley Interdisciplinary Reviews: Computational Molecular Science 14:e1728
Heterogeneous Graph Attention Networks for Scheduling in Cloud Manufacturing and Logistics
Fomin D., Makarov I., Pozdnyakov V. et al.
IEEE Access 12, 196195 – 196206
Prime avoiding numbers form a basis of order 2
Gabdullin M., Radomskii A.
Sbornik: Mathematics 215, 612 — 633
Enhancing Autonomous Driving with Spatial Memory and Attention in Reinforcement Learning
Gerasyov M., Savchenko A., Makarov I.
IEEE Access
Refining the ONCE Benchmark With Hyperparameter Tuning
Golyadkin M. et al.
IEEE Access 12, 3805 – 3814
Spot the Bot: the Inverse Problems of NLP
Gromov V., Dang Q., Kogan A., Yerbolova A.
PeerJ Computer Science 10:e2550
Characters of the unitriangular group and the Mackey method
Ignatev M., Venchakov M.
Expositiones Mathematicae 43:125656
On efficient algorithms for bottleneck path problems with many sources
Kalmynin A. Konyagin S.
Izvestiya. Mathematics 88, 33 – 43
A polynomial analogue of Jacobsthal function
Kaymakov K. Malyshev D.
Optimization Letters 18, 1273 – 1283
Efficient online sensitivity analysis for the injective bottleneck path problem
Kaymakov K., Malyshev D.
Optimization Letters
Machine learning models for predicting risks of MACEs for myocardial infarction patients with different VEGFR2 genotypes
Kirdeev A., Zbirovskaya E. et al.
Frontiers in Medicine 11:1452239
Changing selection on amino acid substitutions in Gag protein between major HIV-1 subtypes
Klink G., Kalinina O., Bazykin G.
Virus Evolution 10:veae036
Sampling discretization of the uniform norm and applications
Kosov E., Temlyakov V.
Journal of Mathematical Analysis and Applications 538:128431
Numerical study of valence band states evolution in AlxGa1-xAs [111] QDs systems
Lazarev M.
PeerJ Materials Science 6:e32
Artificial Neural Networks as a Natural Tool in Solution of Variational Problems in Hydrodynamics
Litvinenko N.
IEEE Access 12, 169945 – 169954
Understanding admixture fractions: theory and estimation of gene-flow
Liang M., Shishkin M., Shchur V., Nielsen R.
Journal of Mathematical Biology 89:47
The “Black-Box” Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation
Lobanov A., Bashirov N., Gasnikov A.
Journal of Optimization Theory and Applications 203, 2451 – 2486
A large-deviation principle for birth-death processes with a linear rate of downward jumps
Logachev A.
Journal of Applied Probability 61, 781 – 801
GEEF: A neural network model for automatic essay feedback generation by integrating writing skills assessment
Makarov I. et al.
Expert Systems with Applications 245:123043
Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model
Malik M., Younas M., Jamjoom M., Ignatov D.
PeerJ Computer Science 10:e1859
Hate speech and target community detection in nastaliq urdu using transfer learning techniques
Malik M., Nawaz A., Jamjoom M.
IEEE Access
Neural networks for intelligent multilevel control of artificial and natural objects based on data fusion: A survey
Man T., Ignatov D. et al.
Information Fusion 110:102427
Investigation of transient extreme events in a mutually coupled star network of theoretical Brusselator system
Manivelan S. V., Sabarathinam S., Thamilmaran K., Manimehan I.
Chaos 9:091102
SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation
Mikhaylets E., Razorenova A., Chernyshev V. et al.
Frontiers in Neuroinformatics 17:1301718
Inertia-Based Indices to Determine the Number of Clusters in K-Means: An Experimental Evaluation
Mirkin B. et al.
IEEE Access 12, 11761 – 11773
Genome-wide association studies of ischemic stroke based on interpretable machine learning
Nikolić S., Ignatov D., et al.
PeerJ Computer Science 10:e2454
Representational dissimilarity component analysis (ReDisCA)
Ossadtchi A., Semenkov I., Zhuravleva A., Kozunov V., Serikov O., Voloshina E.
NeuroImage 301:120868
Deep learning captures the effect of epistasis in multifactorial diseases
Perelygin V., Rakitko A., Poptsova M. et al.
Frontiers in Medicine 11:1479717
Automorphism groups of affine varieties consisting of algebraic elements
Perepechko A., Regeta A.
Proceedings of the American Mathematical Society 152, 2377 – 2383
Discrete scheduling and critical utilization
Pianykh O., Perez S.
European Journal of Operational Research 312, 445 – 455
Graph Neural Networks With Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data
Pozdnyakov V., Makarov I., Kovalenko A.
IEEE Access 12, 152860 – 152872
Lascoux Polynomials and Subdivisions of Gelfand–Zetlin Polytopes
Presnova E., Smirnov E.
International Mathematics Research Notices 19, 12954 – 12977
Reconstruction of manifold embeddings into Euclidean spaces via intrinsic distances
Puchkin N. et al.
ESAIM - Control, Optimisation and Calculus of Variations 30:3
Prime avoiding numbers form a basis of order 2
Puchkin N., Samsonov S., Belomestny D., Moulines E., Naumov A.
Journal of Machine Learning Research 25
Rates of convergence for density estimation with generative adversarial networks
Puchkin N., Samsonov S., Belomestny D., Moulines E., Naumov A.
Journal of Machine Learning Research 29
Decentralized saddle point problems via non-Euclidean mirror prox
Rogozin A., Beznosikov A., Dvinskikh D., Gasnikov A. et al.
Optimization Methods and Software
Short-term meditation training alters brain activity and sympathetic responses at rest, but not during meditation
Rusinova A., Volodina M., Ossadtchi A.
Scientific Reports
Astronomical Data Approximation Based on Neural Network Models
Samorodova E., Derkach D., Hushchyn M. et al
Astronomical Society of the Pacific: Conference Series 535
AutoFace: How to obtain mobile neural network-based facial feature extractor in less than 10 minutes?
Savchenko A.
IEEE Access 12, 25106 – 25118
Analyzing the Robustness of Vision and Language Models
Shirnin A., Andreev N., Potapova S., Artemova E.
IEEE/ACM Transactions on Speech and Language Processing 32, 2751 – 2763
mGPT: Few-Shot Learners Go Multilingual
Shliazhko O., Tikhonova M. et al.
Transactions of the Association for Computational Linguistics 12, 58 – 79
Feynman checkers: lattice quantum field theory with real time
Skopenkov M., Ustinov A.
Analysis and Mathematical Physics 14:38
Gradient-free algorithm for saddle point problems under overparametrization
Statkevich E., Dvinskikh D., Gasnikov A.
Chaos, Solitons and Fractals 185:115048
PhyloBench: A Benchmark for Evaluating Phylogenetic Programs
Spirin S. et al.
Molecular Biology and Evolution 6:msae084
Extracting high-level activities from low-level program execution logs
Stepanov E., Mitsyuk A.
Automated Software Engineering 31:41
Verification of data-aware process models: Checking soundness of data Petri nets
Suvorov N., Lomazova I.
Journal of Logical and Algebraic Methods in Programming 2024:100953
Extreme events in a damped Korteweg–de Vries (KdV) autonomous system: A comprehensive analysis
Thamilmaran K., Bhagyaraj T., Sabarathinam S.
Chaos, Solitons and Fractals 186:115337
Linguacodus: A synergistic framework for transformative code generation in machine learning pipelines
Trofimova E., Sataev E., Ustyuzhanin A.
PeerJ Computer Science 10:e2328
Fast Tearing Mode Driven by Demagnetized Electrons
Tsareva O., Popov V. et al.
Geophysical Research Letters 51:e2023GL106867
Regularization of the Ensemble Kalman Filter using a non-parametric, non-stationary spatial model
Tsyrulnikov M., Sotskiy A.
GSpatial Statistics 64:100870
HSE NLP Team at MEDIQA-CORR 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction
Tutubalina E., Valiev A.
Transactions of the Association for Computational Linguistics, 12994 – 13013
To admit mistakes is not a weakness: it is the first step on the road of progress
Vlassov V.
European Journal of Public Health 34, 3 – 4
Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
Vlassov V.
The Lancet 403, 2162 – 2203
Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021
Vollset E., Vlasob V. et al.
The Lancet 403, 2204 – 2256
Selfing Promotes Spread and Introgression of Segregation Distorters in Hermaphroditic Plants
Wang H., Planche L., Shchur V., Nielsen R.
Molecular Biology and Evolution 41:msae132
Two-dimensional polarized superfluids through the prism of the fermion sign problem
Yi T., Pilé I. et al.
Physical Review B 110:085131
Affine monoids of corank one
Zaitseva Yu.
Results in Mathematics 79:249
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