Избранные публикации сотрудников факультета
2024
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
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)
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
Efficient Conformal Prediction under Data Heterogeneity
Plassier V., Noskov F. et al.
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4879 – 4887
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
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
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
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
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
Refining the ONCE Benchmark With Hyperparameter Tuning
Golyadkin M. et al.
IEEE Access 12, 3805 – 3814
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
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
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
Understanding admixture fractions: theory and estimation of gene-flow
Liang M., Shishkin M., Shchur V., Nielsen R.
Journal of Mathematical Biology 89:47
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
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
Automorphism groups of affine varieties consisting of algebraic elements
Perepechko A., Regeta A.
Proceedings of the American Mathematical Society 152, 2377 – 2383
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
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 25, 1 – 47
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
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
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
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
2023
StyleDomain: Efficient and Lightweight Parameterizations of StyleGAN for One-shot and Few-shot Domain Adaptation
Alanov A., Vetrov D. et al.
IEEE International Conference on Computer Vision (ICCV 2023), 2184 – 2194
You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models
Baranov A., Kniazhevskii V., Braslavski P.
Empirical Methods in Natural Language Processing (EMNLP 2023), 13701 – 13715
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts
Bazhenov G., Babenko A. et al.
Advances in Neural Information Processing Systems (NeurIPS 2023)
First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
Beznosikov A., Samsonov S., Sheshukova M., Gasnikov A., Naumov A., Moulines E.
Advances in Neural Information Processing Systems (NeurIPS 2023)
The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer
Efimov P., Boytsov L., Arslanova E., Braslavski P.
European Conference on Information Retrieval (ECIR 2023), 51 – 67
Vote’n’Rank: Revision of Benchmarking with Social Choice Theory
Florinsky M., Tutubalina E. et al.
Association for Computational Linguistics (ACL 2023), 670 – 686
MARS: Masked Automatic Ranks Selection in Tensor Decompositions
Kodryan M., Kropotov D., Vetrov D.
International Conference on Machine Learning (ICML 2023), 17564 – 17579
TabDDPM: Modelling Tabular Data with Diffusion Models
Kotelnikov A., Baranchuk D., Rubachev I., Babenko A.
International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 3718 – 3732
Differentiable Rendering with Reparameterized Volume Sampling
Morozov N., Rakitin D., Desheulin O., Vetrov D., Struminsky K.
International Conference on Learning Representations (ICLR 2023)
Time-Dependent Next-Basket Recommendations
Naumov S., Ignatov D. et al.
European Conference on Information Retrieval (ECIR 2023), 502 – 511
Star-Shaped Denoising Diffusion Probabilistic Models
Okhotin A., Alanov A., Vetrov D. et al.
Advances in Neural Information Processing Systems (NeurIPS 2023), 10038 – 10067
Searching for Better Database Queries in the Outputs of Semantic Parsers
Osokin A., Saparina I., Yarullin R.
European Association for Computational Linguistics (EACL 2023), 2243 – 2256
A critical look at the evaluation of GNNs under heterophily: are we really making progress?
Platonov O., Kuznedelev D., Babenko A.
International Conference on Learning Representations (ICLR 2023)
Characterizing graph datasets for node classification: Homophily-heterophily dichotomy and beyond
Platonov O., Kuznedelev D., Babenko A., Prokhorenkova L.
Advances in Neural Information Processing Systems (NeurIPS 2023)
A Contrastive Approach to Online Change Point Detection
Puchkin N., Shcherbakova V.
International Conference on Artificial Intelligence and Statistics (AISTATS 2023), 5686 – 5713
Exploring Local Norms in Exp-concave Statistical Learning
Puchkin N., Zhivotovskiy N.
Conference on Learning Theory (COLT 2023), 1993 – 2013
Consumer Health Question Answering Using Off-the-Shelf Components
Pugachev A., Braslavski P. et al.
European Conference on Information Retrieval (ECIR 2023), 571 – 579
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning
Sadrtdinov I., Pozdeev D., Vetrov D., Lobacheva E.
Advances in Neural Information Processing Systems (NeurIPS 2023)
Orthogonal Directions Constrained Gradient Method: from non-linear equality constraints to Stiefel manifold
Tiapkin D. et al.
Conference on Learning Theory (COLT 2023), 1228 – 1258
Fast Rates for Maximum Entropy Exploration
Tiapkin D., Belomestny D., Naumov A. et al.
International Conference on Machine Learning (ICML 2023), 34161 – 34221
Model-free Posterior Sampling via Learning Rate Randomization
Tiapkin D., Naumov A. et al.
Advances in Neural Information Processing Systems (NeurIPS 2023), 73719 – 73774
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics
Voronov A., Khoroshikh M., Babenko A., Ryabinin M.
Advances in Neural Information Processing Systems (NeurIPS 2023)
Associated production of prompt J/ψ and Υ mesons in pp collisions at s \sqrt{s} s = 13 TeV
Aaij R. Bocharnikov V., Boldyrev A., Derkach D., Hushchyn M., Karpov M., Ratnikov F., Ryzhikov A. et al. (The LHCb collaboration)
Journal of High Energy Physics 2023:93
*and 13 other publications prepared within the framework of CERN collaborations
Hochschild cohomology of the Weyl conformal algebra with coefficients in finite modules
Alhussein H., Kolesnikov P.
Journal of Mathematical Physics 64:041701
Defective products identification framework using online reviews
Abbas Y., Malik M. S. I.
Electronic Commerce Research 23, 899 – 920
Unveiling the complex structure-property correlation of defects in 2D materials based on high throughput datasets
Ali G., Malik M. S. I. et al.
npj 2D Materials and Applications 82, 7017 – 7038
PSIICOS projection optimality for EEG and MEG based functional coupling detection
Altukhov D., Kleeva D., Ossadtchi A.
Neuroimage 280:120333
Modified centroid triplet loss for person re-identification
Alnissany A., Dayoub Y.
Journal of Big Data 10
Streptomyces rare codon UUA: from features associated with 2 adpA related locations to candidate phage regulatory translational bypassing
Antonov I. et al.
RNA Biology 20, 926 – 942
Automorphisms of algebraic varieties and infinite transitivity
Arzhantsev I.
St. Petersburg Mathematical Journal 34, 143 – 178
Varieties covered by affine spaces, uniformly rational varieties and their cones
Arzhantsev I., Kaliman S., M. Zaidenberg
Advances in Mathematics 437:109449
Tits-type alternative for certain groups acting on algebraic surfaces
Arzhantsev I., Zaidenberg M.
Proceedings of the American Mathematical Society 151, 2813 – 2829
On images of affine spaces
Arzhantsev I.
Indagationes Mathematicae 34, 812 – 819
Degenerations of spherical subalgebras and spherical roots
Avdeev R.
Communications in Contemporary Mathematics, 26:2350029
Cluster-Permutohedra and Submanifolds of Flag Varieties with Torus Actions
Ayzenberg A., Buchstaber V.
International Mathematics Research Notices
Universal almost Optimal Compression and Slepian-wolf Coding in Probabilistic Polynomial Time
Bauwens B., Zimand M.
Journal of the ACM 70:9
Gorenstein Algebras and Uniqueness of Additive Actions
Beldiev I.
Results in Mathematics 5:192
Weak solutions to gamma-driven stochastic differential equations
Belomestny D. et al.
NIndagationes Mathematicae 34, 820 – 829
Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations
Belomestny D., Naumov A., Puchkin N., Samsonov S. et al.
Neural Networks 161, 242 – 253
Fuzzy Sampled-Data Stabilization of Hidden Oscillations in a Memristor-Based Dynamical System
Bhagyaraj T., Sabarathinam S. et al.
International Journal of Bifurcation and Chaos 33:2350130
Soundness-preserving composition of synchronously and asynchronously interacting workflow net components
Bernardinello L., Lomazova I., Nesterov R., Pomello L.
Journal of Parallel and Distributed Computing 179:104704
Exact p‐value calculation for XCorr scoring of high‐resolution MS/MS data
Bhimani K., Peresadina A., Vozniuk D., Kertész‐Farkas A.
Proteomics 19:e2300145
Impartial games with decreasing Sprague–Grundy function and their hypergraph compound
Boros E., Gurvich V. et al.
International Journal of Game Theory
Recognizing distributed approval voting forms and correspondences
Boros E., Gurvich V. et al.
Annals of Operations Research
Deterministic n-person shortest path and terminal games on symmetric digraphs have Nash equilibria in pure stationary strategies
Boros E., Franciosa P., Gurvich V., Vyalyi M.
International Journal of Game Theory
Automorphisms of the total digraph for the ring of square matrices over a field
Costara C., Maksaev A., Promyslov V. et al.
Linear Algebra and its Applications 666, 129 – 143
Some improved bounds in sampling discretization of integral norms
Dai F., Kosov E., Temlyakov V.
Journal of Functional Analysis 285:109951
Understanding of the properties of neural network approaches for transient light curve approximations
Demianenko M., Derkach D., Hushchyn M. et al.
Astronomy and Astrophysics 677:A16
Longer Gaps Between Values of Binary Quadratic Forms
Dietmann R., Kalmynin A. et al.
International Mathematics Research Notices 2023,10313 – 10349
Effective precursors for self-organization of complex systems into a critical state based on dynamic series data
Dmitriev A., Lebedev A., Kornilov V., Dmitriev V.
Frontiers in Physics 11:1274685
Twitter Self-Organization to the Edge of a Phase Transition: Discrete-Time Model and Effective
Dmitriev A., Lebedev A., Kornilov V., Dmitriev V.
Complexity 2023:3315750
Identifying dyslexia in school pupils from eye movement and demographic data using artificial intelligence
Dragoy O., Ignatov D.
Plos One 11:e0292047
Code4ML: a large-scale dataset of annotated Machine Learning code
Drozdova A., Trofimova E. et al.
PeerJ Computer Science 9:e1230
Dealing With Sparse Rewards Using Graph Neural Networks
Gerasyov M., Makarov I.
IEEE Access 11, 89180 – 89187
Robust Manga Page Colorization via Coloring Latent Space
Golyadkin M., Makarov I.
IEEE Access 11, 111581 – 111597
SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes
Golyadkin M., Pozdnyakov V., Zhukov L., Makarov I.
Artificial Intelligence 324:104012
The DL Advocate: playing the devil’s advocate with hidden systematic uncertainties
Golutvin A., Iniukhin A. et al.
The European Physical Journal C - Particles and Fields 83:779
Generalized relational tensors for chaotic time series
Gromov V., Beschastnov Y., Tomashchuk K.
Complexity 9:e1254
Prediction after a Horizon of Predictability: Nonpredictable Points and Partial Multistep Prediction for Chaotic Time Series
Gromov V., Baranov P., Tsybakin A.
PeerJ Computer Science 23:6689371
Semantic and sentiment trajectories of literary masterpieces
Gromov V., Dang Q.
Chaos, Solitons and Fractals 175:113934
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models
Jin S., Lee H. et al.
IEEE transactions on visualization and computer graphics 29, 1102 – 1112
Rumour identification on Twitter as a function of novel textual and language-context features
Huang P., Al-Maeeni A. R. et al.
Multimedia Tools and Applications 7:6
A two-phase heuristic algorithm for power-aware offline scheduling in IaaS clouds
Ignatov A., Posypkin M. et al.
Journal of Parallel and Distributed Computing 178, 1 – 10
Tensor-Based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations
Frolov E., Oseledets I.
IEEE Access 11, 6357 – 6371
Gaussian limit theorem for posterior distribution in the problem of conflicting expert opinions
Kasianova K., Kelbert M.
Mathematical Communications 28, 203 – 212
Transposed Poisson structures on Galilean and solvable Lie algebras
Kaygorodov I., Lopatkin V., Zhang Z.
Journal of Geometry and Physics 187:104781
Sparse representation for machine learning the properties of defects in 2D materials
Kazeev N., Al-Maeeni A. R., Romanov I.
npj Computational Materials 9:113
The Crux Toolkit for Analysis of Bottom-Up Tandem Mass Spectrometry Proteomics Data
Kertesz-Farkas A., Nii Adoquaye Acquaye F. L. et al.
Journal of Proteome Research 22, 561 – 569
Positive feedback loops lead to concept drift in machine learning systems
Khritankov A.
Applied Intelligence 53, 22648 – 22666
Anomaly detection in electroluminescence images of heterojunction solar cells
Korovin A., Zhukov L. et al.
Solar Energy 259, 130 – 136
KRAMER: Interpretable Rarity Meter for Crypto Collectibles
Krasnoselskii M., Madhwal Y., Yanovich Y.
IEEE Access 11, 4283 – 4290
Octopuses in the Boolean cube: Families with pairwise small intersections, part I
Kupavskii A., Noskov F. Y
Journal of Combinatorial Theory. Series B 163, 308 – 331
Commutative action logic
Kuznetsov S.
Journal of Logic and Computation 33, 1437 – 1462
Physical origins of optical anisotropy in quantum-confined semiconductors: The roles of valence band mixing, transition broadening, and state filling
Lazarev M. et al.
Journal of Applied Physics 133:094301
Double cohomology of moment-angle complexes
Limonchenko I., Panov T., Song J., Stanley D.
Advances in Mathematics 432:109274
Predicting Molecule Toxicity via Descriptor-based Graph Self-supervised Learning
Li X., Makarov I., Kiselev D. .
IEEE Access 11, 91842 – 91849.
NEREL-BIO: a dataset of biomedical abstracts annotated with nested named entities
Loukachevitch N., Tutubalina E. et al.
Bioinformatics 39:161
How to detect propaganda from social media? Exploitation of semantic and fine-tuned language models
Malik M. et al.
PeerJ Computer Science 9:e1248
SEHP: stacking-based ensemble learning on novel features for review helpfulness prediction
Malik M. et al.
Knowledge and Information Systems 66, 653 – 679
Synthesis of multilevel knowledge graphs: Methods and technologies for dynamic networks
Man T., Ignatov D. et al.
Engineering Applications of Artificial Intelligence 123:106244
Stokes Inversion Techniques with Neural Networks: Analysis of Uncertainty in Parameter Estimation
Mistryukova L., Hushchyn M., Derkach D. et al.
Solar Physics 298:98
Core–shell clustering approach for detection and analysis of coastal upwelling
Nascimento S., Mirkin B. et al.
Computers and Geosciences 179:105421
Piece‐wise constant cluster modelling of dynamics of upwelling patterns
Nascimento S., Mirkin B. et al.
Expert Systems, 1 – 16
Efficient Indexing of Peptides for Database Search Using Tide
Nii Adoquaye Acquaye F., Kertesz-Farkas A., Noble W.
Journal of Proteome Research 2, 577 – 584
Discovering architecture-aware and sound process models of multi-agent systems: a compositional approach
Nesterov R., Bernardinello L., Lomazova I. et al.
Softw Syst Model 22, 351 – 375
Fast convergence of empirical barycenters in Alexandrov spaces and the Wasserstein space
Paris Q. et al.
Journal of the European Mathematical Society 25, 2229 – 2250
Symbolic expression generation via variational auto-encoder
Popov S., Lazarev M., Derkach D. et al.
PeerJ Computer Science 9:e1241
Inference via randomized test statistics
Puchkin N., Ulyanov V.
Annales de l'institut Henri Poincare (B) Probability and Statistics 59, 1508 – 1529
On Romanoff’s theorem
Radomskii A.
Izvestiya: Mathematics 87, 113 – 153
Fine-tuning Transformer Models using Transfer Learning for Multilingual Threatening Text Identification
Rehan M., Malik M., Jamjoom M.
IEEE Access11, 106503 – 106515
Latent Stochastic Differential Equations for Change Point Detection
Ryzhikov A., Hushchyn M., Derkach D.
IEEE Access 11, 104700 – 104711
Fast Search of Face Recognition Model for a Mobile Device Based on Neural Architecture Comparator
Savchenko A., Savchenko L., Makarov I.
IEEE Access 11, 65977 – 65990
Real-time low latency estimation of brain rhythms with deep neural networks
Semenkov I., Fedosov N., Makarov I., Ossadtchi A.
Journal of Neural Engineering 20:056008
Euler-symmetric projective toric varieties and additive actions
Shafarevich A.
Indagationes Mathematicae 34, 42 – 53
On the automorphism group of a toral variety
Shafarevich A., Trushin A.
Mathematical Communicationsnbsp28, 277 – 291
When to Switch: Planning and Learning for Partially Observable Multi-Agent Pathfinding
Skrynnik A., Yakovlev K. et al.
IEEE Transactions on Neural Networks and Learning Systems
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task
Tikhonova M. et al.
Natural Language Engineering 29, 554 – 583
Nonlinear Equilibrium Structure of Super Thin Current Sheets: Influence of Quasi-Adiabatic Electron Population
Tsareva O., Popov V. et al.
JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS 128:e2023JA031459
Z-flipon variants reveal the many roles of Z-DNA and Z-RNA in health and disease
Umerenkov D., Konovalov D., Poptsova M., Fedorov A.
Life Science Alliance 6:e202301962
Tensor rank bounds and explicit QTT representations for the inverses of circulant matrices
Vysotsky L., Rakhuba M.
Numerical Linear Algebra with Applications 30:e2461
Automated defect identification for cell phones using language context, linguistic and smoke-word models
White M., Tarakanov A. et al.
Expert Systems with Applications 227:120236
TVA-GAN: attention guided generative adversarial network for thermal to visible image transformations
Yadav N., Singh S., Dubey S.
Neural Computing and Applications 35, 19729 – 19749
Digital fingerprinting of microstructures
Younas M., Malik M., Ignatov D.
Computational Materials Science 218:111985
FastMosaic in Action: A New Mosaic Operator for Array DBMSs
Zalipynis R.
Proceedings of the VLDB Endowment 16, 3938 – 3941
Interaction models for remaining useful lifetime estimation
Zhevnenko D., Kazantsev M., Makarov I.
Journal of Industrial Information Integration 33:100444
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