Selected Publications of the Faculty
2019
Multi-agent pathfinding with continuous time
Andreychuk A., Yakovlev K., Atzmon D., Sternr R.
International Joint Conference on Artificial Intelligence (IJCAI 2019), 39-42
Learning to route in similarity graphs
Baranchuk D., Persiyanov D., Sinitsin A., Babenko A.
International Conference on Machine Learning (ICML 2019), 748-757
On a Chatbot Conducting Virtual Dialogues
Galitsky B., Ilvovsky D.
ACM International Conference on Information and Knowledge Management (CIKM 2019), 2925-2928
Sequence modeling with unconstrained generation order
Emelianenko D., Voita E., Serdyukov P.
Advances in Neural Information Processing Systems (NeurIPS 2019), 7698-7709
Subspace inference for Bayesian deep learning
Izmailov P., Maddox W., Kirichenko P., Garipov T., Vetrov D., Wilson A.
Conference on Uncertainty in Artificial Intelligence (UAI 2019):435
On the compositionality prediction of noun phrases using Poincaré embeddings
Jana A., Puzyrev D. et al.
Annual Meeting of the Association for Computational Linguistics (ACL 2019), 3263-3274
Fast Depth Map Super-Resolution Using Deep Neural Network
Korinevskaya A., Makarov I.
IEEE/ACM International Symposium on Mixed and Augmented Reality (ISMAR 2019), 117-122
On the complexity of approximating wasserstein barycenters
Kroshnin A., Dvinskikh D., Dvurechensky P., Gasnikov A. et al.
International Conference on Machine Learning (ICML 2019), 6176-6208
A prior of a googol gaussians: a tensor ring induced prior for generative models
Kuznetsov M., Vetrov D. et al.
Advances in Neural Information Processing Systems (NeurIPS 2019), 4104-4114
The logic of action lattices is undecidable
Kuznetsov S.
Symposium on Logic in Computer Science (LICS 2019)
A simple baseline for bayesian uncertainty in deep learning
Maddox W., Vetrov D. et al.
Advances in Neural Information Processing Systems (NeurIPS 2019), 13132-13143
On reproducing semi-dense depth map reconstruction using deep convolutional neural networks with perceptual loss
Makarov I., Maslov D., Gerasimova O., Aliev V., Korinevskaya A. et al.
ACM International Conference on Multimedia (MM 2019), 1080-1084
Numerical pattern mining through compression
Makhalova T., Kuznetsov S., Napoli A.
Data Compression Conference (DCC 2019), 112-121
Beyond vector spaces: compact data representation as differentiable weighted graphs
Mazur D., Babenko A. et al.
Advances in Neural Information Processing Systems (NeurIPS 2019), 6903-6913
Doubly Semi-Implicit Variational Inference
Molchanov D., Kharitonov V., Sobolev A., Vetrov D.
International Conference on Artificial Intelligence and Statistics (AISTATS 2019), 2593-2602
Unsupervised neural quantization for compressed-domain similarity search
Morozov S., Babenko A.
IEEE/CVF International Conference on Computer Vision (ICCV 2019), 3036-3045
The implicit Metropolis-Hastings algorithm
Neklyudov D., Egorov E., Vetrov D.
Advances in Neural Information Processing Systems (NeurIPS 2019), 13932-13942
Discovering Fair Representations in the Data Domain
Quadrianto N., Sharmanska V., Thomas O.
AIEEE Conference on Computer Vision and Pattern Recognitio (CVPR 2019), 8219-8228
ChronoSDB in action: Manage, process, and visualize big geospatial arrays in the cloud
Rodriges Zalipynis R.A.
International Conference on Management of Data (SIGMOD 2019), 1985-1988
Importance weighted hierarchical variational inference
Sobolev A., Vetrov D.
Advances in Neural Information Processing Systems (NeurIPS 2019), 601-613
Learning to select for a predefined ranking
Ustimenko A., Vorobev A., Gusev G., Serdyukov P.
International Conference on Machine Learning (ICML 2019), 11270-11279
Observation of CP violation in charm decays*
Aaij R., Derkach D., Kazeev N., Ratnikov F., Ustyuzhanin A. et al. (The LHCb collaboration)
Physical Review Letters 122:211803
*and 42 other publications prepared within the framework of CERN collaborations
Multidimensional frontier visualization based on optimization methods using parallel computations
Afanasiev A., Krivonozhko V., Lychev A., Sukhoroslov O.
Journal of Global Optimization 76, 563-574
Convergence rates for empirical barycenters in metric spaces: curvature, convexity and extendable geodesics
Ahidar-Coutrix A., Le Gouic T., Paris Q.
Probability Theory and Related Fields 177, 323-368
Commutative algebraic monoid structures on affine spaces
Arzhantsev I., Bragin S., Zaitseva Y.
Communications in Contemporary Mathematics. In press
Infinite transitivity, finite generation, and Demazure roots
Arzhantsev I., Kuyumzhiyan K., Zaidenberg M.
Advances in Mathematics 351, 1-32
Branching rules related to spherical actions on flag varieties
Avdeev R., Petukhov A.
Algebras and Representation Theory 23, 541-581
Unconstrained and curvature-constrained shortest-path distances and their approximation
Arias-Castro E., Le Gouic T.
Discrete and Computational Geometry 62, 1-28
A mean value result for a product of GL(2) and GL(3) L -functions
Balkanova O., Frolenkov D.
Mathematika 65, 743-762
Prime geodesic theorem in the 3-dimensional hyperbolic space
Balkanova O., Chatzakos D., Cherubini G., Frolenkov D. et al.
Transactions of the American Mathematical Society 372, 5355-5374
Sums of Kloosterman sums in the prime geodesic theorem
Balkanova O., Frolenkov D.
Quarterly Journal of Mathematics 70, 649-674
Nonparametric Bayesian inference for Gamma-type Lévy subordinators
Belomestny D. et al.
Communications in Mathematical Science 17, 781-816
Minimax theorems for American options without time-consistency
Belomestny D. et al.
Finance and Stochastics 23, 209-238
Low-frequency estimation of continuous-time moving average Lévy processes
Belomestny D., Panov V., Woerner J.
Bernoulli 25, 902-931
Sparse covariance matrix estimation in high-dimensional deconvolution
Belomestny D., Trabs M., Tsybakov A.
Bernoulli 25, 1901-1938
Non-uniform bounds in the Poisson approximation with applications to informational distances I
Bobkov S., Chistyakov G., Götze F.
IEEE Transactions on Information Theory 65, 5283-5293
Higher order concentration of measure
Bobkov S., Götze F., Sambale H.
Communications in Contemporary Mathematics 21:1850043
Khinchine's theorem and Edgeworth approximations for weighted sums
Bobkov S.
Annals of Statistics 47, 1616-1633
Machine Learning on data with sPlot background subtraction
Borisyak M., Kazeev N.
Journal of Instrumentation 14:P08020
Sprague-Grundy function of matroids and related hypergraphs
Boros E., Gurvich V., Bao Ho N. et al.
Theoretical Computer Science 799, 40-59
Sprague-Grundy function of symmetric hypergraphs
Boros E., Gurvich V.
Journal of Combinatorial Theory, Series A 165, 176-186
Separable discrete functions: Recognition and sufficient conditions
Boros E., Cepek O., Gurvich V.
Discrete Mathematics 342, 1275-1292
Gene expression across mammalian organ development
Cardoso-Moreira, M., Mazin P. et al.
Nature 571, 505-509
Tissue-specific impact of stem-loops and quadruplexes on cancer breakpoints formation
Cheloshkina K., Poptsova M.
BMC Cancer 19:434
Ultra-performance liquid chromatography-mass spectrometry for precise fatty acid profiling of oilseed crops
Chernova A., Mazin P. et al.
PeerJ 7 :e6547
LINC00116 codes for a mitochondrial peptide linking respiration and lipid metabolism
Chugunova A., Mazin P. et al.
Proceedings of the National Academy of Sciences of the United States of America 116, 4940-4945
Bias in false discovery rate estimation in mass-spectrometry-based peptide identification
Danilova Y., Voronkova A., Sulimov P., Kertesz-Farkas A.
Journal of Proteome Research 18, 2354-2358
Core clustering as a tool for tackling noise in cluster labels
de Amorim R., Makarenkov V., Mirkin B.
Journal of Classification 37, 143-157
On the structure of Ammann A2 tilings
Durand B., Shen A., Vereshchagin N.
Discrete and Computational Geometry 63, 577-606
Adaptive nonparametric clustering
Efimov K., Adamyan L., Spokoiny V.
IEEE Transactions on Information Theory 65,4875-4892
Predictive models of protease specificity based on quantitative protease-activity profiling data
Fedonin G., Gelfand M.
Biochimica et Biophysica Acta - Proteins and Proteomics 1867:140253
On multistochastic Monge–Kantorovich problem, bitwise operations, and fractals
Gladkov N., Kolesnikov A., Zimin A.
Calculus of Variations and Partial Differential Equations 58:173
Large ball probabilities, Gaussian comparison and anti-concentration
G ötze F., Naumov A., Spokoiny V., Ulyanov V.
Bernoulli 25, 2538-2563
Local semicircle law under fourth moment condition
Götze F., Naumov A., Tikhomirov A.
Journal of Theoretical Probability 33, 1327-1362
Compression of recurrent neural networks for efficient language modeling
Grachev A., Ignatov D., Savchenko A.
Applied Soft Computing Journal 79, 354-362
Accelerated regularized Newton methods for minimizing composite convex functions
Grapiglia G., Nesterov Y.
SIAM Journal on Optimization 29, 77-99
Tropical Combinatorial Nullstellensatz and sparse polynomials
Grigoriev D., Podolskii V.
Foundations of Computational Mathematics 20, 753-781
Reduced vs. standard dose native E. coli-asparaginase therapy in childhood acute lymphoblastic leukemia: long-term results of the randomized trial Moscow–Berlin 2002
Karachunskiy A., Korepanova N., Kuznetsov S.
Journal of Cancer Research and Clinical Oncology 145, 1001-1012
Discovering high-level BPMN process models from event data
Kalenkova A., Burattin A. et al.
Business Process Management Journal 25, 995-1019
Axiomatization of provable n-provability
Kolmakov E., Beklemishev L.
Journal of Symbolic Logic 84, 849-869
Survival forests under test: Impact of the proportional hazards assumption on prognostic and predictive forests for amyotrophic lateral sclerosis survival
Korepanova N. , Seibold H., Steffen V., Hothorn T.
Statistical Methods in Medical Research 29, 1403-1419
On fractional regularity of distributions of functions in Gaussian random variables
Kosov E.
Fractional Calculus and Applied Analysis 22, No.5, 1249-1268
Panchromatic 3-colorings of random hypergraphs
Kravstov D., Krokhmal N., Shabanov D.
European Journal of Combinatorics 78, 28-43
Analysis of neuronal ensemble activity reveals the pitfalls and shortcomings of rotation dynamics
Lebedev M., Ossadtchi A. et al.
Scientific Reports 9:18978
Dual network embedding for representing research interests in the link prediction problem on co-authorship networks
Makarov I., Gerasimova O., Sulimov P., Zhukov L.
PeerJ Computer Science 5:e172
Commuting homogeneous locally nilpotent derivations
Matveev D.
Sbornik Mathematics 210, 1609-1632
Free products of groups are strongly verbally closed
Mazhuga A.
Sbornik Mathematics 210, 1456-1492
Distance and consensus for preference relations corresponding to ordered partitions
Mirkin B., Fenner T.
Journal of Classification 36, 350-367
Rescattering photoelectron spectroscopy of the CO2 molecule: Progress towards experimental discrimination between theoretical target-structure models
Okunishi M., Dnestryan A. et al.
Physical Review A 100:053404
How to make the Perron eigenvector simple
Protasov V.
Calcolo 56:17
Low-rank Riemannian eigensolver for high-dimensional Hamiltonians
Rakhuba M., Novikov A., Oseledets I.
Journal of Computational Physics 396, 718-737
Main effects and interactions in mixed and incomplete data frames
Robin G., Moulines E. et al.
Journal of the American Statistical Association 115, 1292-1303
Effective consistency management for large-scale product data
Semenov V., Ilyin D., Morozov S., et al.
Journal of Industrial Information Integration 13, 13-21
Valence influence in electoral competition with rank objectives
Shapoval A., Weber S., Zakharov A.
International Journal of Game Theory 48, 1713-753
Recognition of 3′-end L1, Alu, processed pseudogenes, and mRNA stem-loops in the human genome using sequence-based and structure-based machine-learning models
Shein A., Zaikin A., Poptsova M.
Scientific Reports 9:7211
Micro-evolution of three Streptococcus species: selection, antigenic variation, and horizontal gene inflow
Shelyakin P., Bochkareva O., Karan A., Gelfand M.
BMC Evolutionary Biology 19:83
Chlamydia pan-genomic analysis reveals balance between host adaptation and selective pressure to genome reduction
Sigalova O., Gelfand M. et al.
BMC Genomics, 20:710
Bootstrap tuning in Gaussian ordered model selection
Spokoiny V., Willrich, N.
Annals of Statistics 47, 1351-1380
Comparative genomic analysis of the regulation of aromatic metabolism in Betaproteobacteria
Suvorova I., Gelfand M.
Frontiers in Microbiology 10:642
Nuclear lamina integrity is required for proper spatial organization of chromatin in Drosophila
Ulianov S., Gelfand M. et al.
Nature Communications 10:1176
Decoding Movement From Electrocorticographic Activity: A Review
Volkova K., Lebedev M., Kaplan A., Ossadtchi A.
Frontiers in Neuroinformatics 13:74
Peptogrid—rescoring function for autodock vina to identify new bioactive molecules from short peptide libraries
Zalevsky A., Golovin A. et al.
Molecules 24:277
Publications 2020
Publications 2018
Publications 2017
Publications 2016
Publications 2015
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