Избранные публикации сотрудников факультета
2021
Improving continuous-time conflict based search
Andreychuk A., Yakovlev K . et al.
National Conference of the American Association for Artificial Intelligence (AAAI 2021), 11220-11227
NB-MLM: Efficient domain adaptation of masked language models for sentiment analysis
Arefyev N., Kharchev D., Shelmanov A.
Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 9114–9124
Distributed saddle-point problems under data similarity
Beznosikov A., Scutari G., Rogozin A., Gasnikov A.
Neural Information Processing Systems (NeurIPS 2021)
Navigating the GAN parameter space for semantic image editing
Cherepkov A., Voynov A., Babenko A.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), 3671–3680
Wilf classes of non-symmetric operads
Cherkasov A., Piontkovski D .
International Symposium on Symbolic and Algebraic Computation (ISSAC 2021), 91-98
On the embeddings of variables in recurrent neural networks for source code
Chirkova N.
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021), 2679-2689
A simple approach for handling out-of-Vocabulary identifiers in deep learning for source code
Chirkova N., Troshin S.
Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021), 278-288
Empirical study of transformers for source code
Chirkova N., Troshin S.
European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2021), 4988–4997
Newton method over networks is fast up to the statistical precision
Daneshmand A., Dvurechensky P., Gasnikov A. et al.
International Conference on Machine Learning (ICML 2021), 2398-2409
Federated-EM with heterogeneity mitigation and variance reduction
Dieuleveut A., Moulines E. et al.
Neural Information Processing Systems (NeurIPS 2021)
Distributed deep learning In open collaborations
Diskin M., Bukhtiyarov A., Ryabinin M., Borzunov A. et al.
Neural Information Processing Systems (NeurIPS 2021)
Tight high probability bounds for linear stochastic approximation with fixed stepsize
Durmus A., Moulines E., Naumov A., Samsonov S. et al.
Neural Information Processing Systems (NeurIPS 2021)
Improved complexity bounds in Wasserstein barycenter problem
Dvinskikh D., Tiapkin D.
International Conference on Artificial Intelligence and Statistics (AISTATS 2021), 1738-1746
Revisiting deep learning models for tabular data
Gorishniy Y., Rubachev I., Khrulkov V., Babenko A.
Neural Information Processing Systems (NeurIPS 2021)
Good classification measures and how to find them
Gösgens M., Prokhorenkova L.
Neural Information Processing Systems (NeurIPS 2021)
On a combination of alternating minimization and Nesterov’s momentum
Guminov S., Dvurechensky P., Tupitsa N., Gasnikov A.
International Conference on Machine Learning (ICML 2021), 3886-3898
Neural side-by-side: Predicting human preferences for no-reference super-resolution evaluation
Khrulkov V., Babenko A.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), 4988–4997
Deciding boundedness of monadic sirups
Kikot S., Kurucz A., Podolskii V., Zakharyaschev M.
International Conference on Management of Data (SIGMOD/PODS 2021), 370–387
Lower bounds and optimal algorithms for smooth and strongly convex decentralized optimization over time-varying networks
Kovalev D., Gasnikov A. et al.
Neural Information Processing Systems (NeurIPS 2021)
ADOM: accelerated decentralized optimization method for time-varying networks
Kovalev D., Rogozin A., Gasnikov A. et al.
International Conference on Machine Learning (ICML 2021), 5784-5793
Artificial text detection via examining the topology of attention maps
Kushnareva L., Artemova E., Piontkovski D. et al.Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 635-649
On the periodic behavior of neural network training with batch normalization and weight decay
Lobacheva E., Kodryan M., Chirkova N., Malinin A, Vetrov D.
Neural Information Processing Systems (NeurIPS 2021)
A systematic evaluation of transfer learning and pseudo-labeling with BERT-based ranking models
Mokrii Iu., Boytsov L., Braslavski P.
International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021), 2081-2085
Uncertainty measures in neural belief tracking and the effects on dialogue policy performance
van Niekerk C., Malinin A. et al. Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 7901–7914
Revisiting mahalanobis distance for transformer-based out-of-domain detection
Podolskiy A., Lipin D., Artemova E., et al. AAAI Conference on Artificial Intelligence (AAAI 2021), 13675–13682
Multi-sentence resampling: A simple approach to alleviate dataset length bias and beam-search degradation
Provilkov I., Malinin A. Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 8612–8621
Convergence of array DBMS and cellular automata: A road traffic simulation case
Rodriges Zalipynis R.A.
International Conference on Management of Data (SIGMOD/PODS 2021), 2399–2403
Moshpit SGD: Communication-efficient decentralized training on heterogeneous unreliable devices
Ryabinin M., Gorbunov E., Plokhotnyuk V., Pekhimenko G.
Neural Information Processing Systems (NeurIPS 2021)
Scaling ensemble distribution distillation to many classes with proxy targets
Ryabinin M., Malinin A., Gales M.
Neural Information Processing Systems (NeurIPS 2021)
Active learning for sequence tagging with deep pre-trained models and Bayesian uncertainty estimates
Shelmanov A., Artemova E. et al.
European Association of Computational Linguistics (EACL 2021), 1698-1712
Overlapping spaces for compact graph representations
Shevkunov K., Prokhorenkova L.
Neural Information Processing Systems (NeurIPS 2021)
SPARQLing database queries from intermediate question decompositions
Saparina I., Osokin A. Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 8984–8998
Leveraging recursive Gumbel-Max trick for approximate inference in combinatorial spaces
Struminsky K., Gadetsky A., Rakitin D., Karpushkin D., Vetrov D.
Neural Information Processing Systems (NeurIPS 2021)
It's all in the heads: Using attention heads as a baseline for cross-lingual transfer in commonsense reasoning
Tikhonov A., Ryabinin M.
Association for Computational Linguistics (ACL-IJCNLP 2021), 3534–3546
Towards time-optimal any-angle path planning with dynamic obstacles
Yakovlev K., Andreychuk A.
International Conference on Automated Planning and Scheduling (ICAPS 2021), 405-414
Observation of the mass Difference between Neutral Charm-Meson Eigenstates
Aaij R., Derkach D., Maevskiy A., Karpov M., Ratnikov F., Ryzhikov A., Boldyrev A., Gushchin M., Ustyuzhanin A. et al. (The LHCb collaboration)
Physical Review Letters 127:111801
*and 80 other publications prepared within the framework of CERN collaborations
About semblance filtering in (tau-p)-domain
Akhmetsafin R., Akhmetsafina R., Smelov A.
IEEE Geoscience and Remote Sensing Letters
Histone dynamics mediate DNA unwrapping and sliding in nucleosomes
Armeev G., Shaytan A. et al.
Nature Communications 12:2387
Limit points and additive group actions
Arzhantsev I.
Ricerche di Matematica
First-order rewritability of ontology-mediated queries in linear temporal logic
Artale A., Zakharyaschev M. et al.
Artificial Intelligence 299:103536
Derivations of group rings for finite and FC groups
Arutyunov A., Kosolapov L.
Finite Fields and their Applications 76:101921
Manifolds of isospectral arrow matrices
Ayzenberg A., Buchstaber V.
Sbornik Mathematics 212:605
Manifolds of isospectral matrices and Hessenberg varieties
Ayzenberg A., Buchstaber V.
International Mathematics Research Notices 2021, 16671–16692
Moments of L-functions and the Liouville-Green method
Balkanova O., Frolenkov D.
Journal of the European Mathematical Society 23, 1333–1380
Density deconvolution under general assumptions on the distribution of measurement errors
Belomestny D., Goldenshluger A.
Annals of Statistics 49, 615–649
Variance reduction for dependent sequences with applications to Stochastic Gradient MCMC
Belomestny D., Iosipoi L., Moulines E., Naumov A., Samsonov S.
SIAM-ASA Journal on Uncertainty Quantification 9, 507–535
Massive MIMO adaptive modulation and coding using online deep learning algorithm
Bobrov E., Kropotov D., Lu H.
IEEE Communications Letters. In press
On distributions of homogeneous and convex functions in Gaussian random variables
Bogachev V., Kosov E., Popova S.
Izvestiya Mathematics 85, 852–882
Regularity of solutions to Kolmogorov equations with perturbed drifts
Bogachev V., Kosov E., Shaposhnikov A.
Potential Analysis
Entropic-Wasserstein barycenters: PDE characterization, regularity, and CLT
Carlier G., Kroshnin A.
Siam Journal on Mathematical Analysis 53, 5880–5914
Comprehensive analysis of cancer breakpoints reveals signatures of genetic and epigenetic contribution to cancer genome rearrangements
Cheloshkina K., Poptsova M.
PLOS Computational Biology 17
Switching systems with dwell time: Computing the maximal Lyapunov exponent
Chitour Y., Protasov V. et al.
Nonlinear Analysis: Hybrid Systems 40:101021
Molecular mechanisms of oncogenesis through the lens of nucleosomes and histones
Espiritu D., Shaytan A. et al.
Journal of Physical Chemistry B 125, 3963-3976
Fast incremental expectation maximization for finite-sum optimization: nonasymptotic convergence
Fort G., Gach P., Moulines E.
Statistics and Computing 31:48
MEG signatures of long-term effects of agreement and disagreement with the majority
Gorin A., Ossadtchi A. et al.
Scientific Reports 11:3297
SpheroidPicker for automated 3D cell culture manipulation using deep learning
Grexa I., Moshkov N. et al.
Scientific Reports 11:14813
Linear functions preserving Green's relations over fields
Guterman A., Maksaev A. et al.
Linear Algebra and its Applications 611, 310-333
Shifting paths to avoidable ones
Gurvich V., Krnc M., Milanic M., Vyalyi M.
Journal of Graph Theory (2021)
Generalization of change-point detection in time series data based on direct density ratio estimation
Hushchyn M., Ustyuzhanin A.
Journal of Computational Science 53:101385
Automated identification of current sheets—A new tool to study turbulence and intermittency in the solar wind
Khabarova O., Sagitov T. et al.
Journal of Geophysical Research: Space Physics 126:e2020JA029099
Robust k-means clustering for distributions with two moments
Klochkov Y., Kroshnin A., Zhivotovskiy N.
Annals of Statistics 49, 2206–2230
Evolution of MEG: A first MEG-feasible fluxgate magnetometer
Koshev N., Ossadtchi A. et al.
Human Brain Mapping 42, 4844-4856
Marcinkiewicz-type discretization of Lp-norms under the Nikolskii-type inequality assumption
Kosov E.
Journal of Mathematical Analysis and Applications 504:125358
Total variation distance estimates via L2-norm for polynomials in log-concave random vectors
Kosov E.
International Mathematics Research Notices 2021, 16492–16508
Automatic Kolmogorov complexity, normality, and finite-state dimension revisited
Kozachinskiy A., Shen A.
Journal of Computer and System Sciences 118, 75-107
On the Gardner-Zvavitch conjecture: Symmetry in inequalities of Brunn-Minkowski type
Kolesnikov A., Livshyts G.
Advances in Mathematics 384:107689
Deep convolutional neural networks help scoring tandem mass spectrometry data in database-searching approaches
Kudriavtseva P., Kashkinov M., Kertesz-Farkas A.
Journal of Proteome Research 20, 4708-4717
Modified covariance beamformer for solving MEG inverse problem in the environment with correlated sources
Kuznetsova A., Nurislamova Y., Ossadtchi A.
NeuroImage 228:117677
A game-theoretical model of the landscape theory
Le Breton M., Shapoval A., Weber S.
Journal of Mathematical Economics 92, 41-46
MMS observations of super thin electron-scale current sheets in the Earth's magnetotail
Leonenko M., Popov V. et al.
Journal of Geophysical Research: Space Physics 126:e2021JA029641
Algorithms yield upper bounds in differential algebra
Li W., Pogudin G. et al.
Canadian Journal of Mathematics 1-23
Fault detection in Tennessee Eastman process with temporal deep learning models
Lomov I., Lyubimov M., Makarov I., Zhukov L.
Journal of Industrial Information Integration 23:100216
Survey on graph embeddings and their applications to machine learning problems on graphs
Makarov I., Kiselev D., Nikitinsky N. et al.
PeerJ Computer Science 7:e357
Fusion of text and graph information for machine learning problems on networks
Makarov I. Makarov M., Kiselev D.
PeerJ Computer Science 7:e526
Mint: MDL-based approach for mining INTeresting numerical pattern sets
Makhalova T., Kuznetsov S., Napoli A.
Data Mining and Knowledge Discovery
Simulating the time projection chamber responses at the MPD detector using generative adversarial networks
Maevskiy A., Ratnikov F., Zinchenko A. et al.
European Physical Journal C 81:599
A Petri net extension for systems of concurrent communicating agents with durable actions
Mecheraoui K., Lomazova I., Belala N.
Journal of Parallel and Distributed Computing 155, 14–23
Local ancestry prediction with PyLAE
Moshkov N., Smetanin A., Tatarinova T.
PeerJ 9:e12502
Decoding and interpreting cortical signals with a compact convolutional neural network
Petrosyan A., Sinkin M., Ossadtchi A. et al.
Journal of Neural Engineering 18
Robust alternating direction implicit solverin quantized tensor formats for athree-dimensional elliptic PDE
Rakhuba M.
SIAM Journal of Scientific Computing 43, A800-A827
Array DBMS: past, present, and (near) future
Rodriges Zalipynis R.
Proceedings of the VLDB Endowment 14, 3186-3189
The p53 family member p73 in the regulation of cell stress response
Rozenberg J., Bessmertnyi A. et al.
Biology Direct 16:23
NFAD: fixing anomaly detection using normalizing flows
Ryzhikov A., Borisyak M., Ustyuzhanin A., Derkach D.
PeerJ Computer Science 7:e757
Neuropsychiatric disease classification using functional connectomics- results of the connectomics in neuroimaging transfer learning challenge
Schirmer M., Levchenko E. et al.
Medical Image Analysis 70
1/x power-law in a close proximity of the Bak–Tang–Wiesenfeld sandpile
Shapoval A., Shapoval B., Shnirman M.
Scientific Reports 11:18151
Least-squares community extraction in feature-rich networks using similarity data
Shalileh S., Mirkin B.
PLoS ONE 16:e0254377
Zeroth-order methods for noisy Hölder-gradient functions
Shibaev I., Dvurechensky P., Gasnikov A.
Optimization Letters
Inexact model: a framework for optimization and variational inequalities
Stonyakin F., Tyurin A., Gasnikov A., Dvurechensky P., Alkousa M. et al.
Optimization Methods and Software
Extreme events in a forced BVP oscillator: Experimental and numerical studies
Thangavel B., Srinivasan S., Kathamuthu T.
Chaos, Solitons and Fractals 153:111569
An ontology-based approach to the analysis of the acid-base state of patients at operative measures
Tianxing M., Ignatov D. et al.
PeerJ Computer Science 7:e777
Alternating minimization methods for strongly convex optimization
Tupitsa N., Dvurechensky P., Gasnikov A., Guminov S.
Journal of Inverse and Ill-Posed Problems 29, 721-739
Cortical and autonomic responses during staged Taoist meditation: Two distinct meditation strategies
Volodina M., Smetanin N., Lebedev M., Ossadtchi A.
PLOS ONE 16:e0260626
Strong subalgebras and the constraint satisfaction problem
Zhuk D.
Journal of Multiple-Valued Logic and Soft Computing 36, 455-504
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 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
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, 571 – 579
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.
Multimed Tools Appl 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
Automorphisms of algebraic varieties and infinite transitivity
Arzhantsev I.
St. Petersburg Mathematical Journal 34, 143 – 178
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
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
Bhimani K., Peresadina A., Vozniuk D., Kertész‐Farkas A.
Proteomics 19:e2300145
Exact p‐value calculation for XCorr scoring of high‐resolution MS/MS data
Bernardinello L., Lomazova I., Nesterov R., Pomello L.
Journal of Parallel and Distributed Computing 179:104704
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
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
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.
npj 2D Materials 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
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
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
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
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