Selected Publications of the Faculty

2015

Tree quantization for large-scale similarity search and classification  
Babenko A., Lempitsky V.  
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2015), 4240-4248

Wavelet trees meet suffix trees  
Babenko M., Starikovskaya T. et al.  
ACM-SIAM Symposium on Discrete Algorithms (SODA 2015), 572-591

Tree-like queries in OWL 2 QL: Succinctness and complexity results  
Bienvenu M., Kikot S., Podolskii V.  
Symposium on Logic in Computer Science (LICS 2015), 317-328

An approach to the problem of annotation of research publications  
Chernyak E.  
ACM International Conference on Web Search and Data Mining (WSDM 2015), 429-433

Rhetoric map of an answer to compound queries  
Galitsky B., Ilvovsky D., Kuznetsov S.  
Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing (ACL-IJCNLP 2015), 681-686

Joint optimization of segmentation and color clustering  
Lobacheva E., Veksler O., Boykov Y.  
IEEE International Conference on Computer Vision (ICCV 2015), 1626-1634

Tensorizing neural networks  
Novikov A., Vetrov D. et al.  
Advances in Neural Information Processing Systems (NeurIPS 2015), 442-450

Parallel corpus approach for name matching in record linkage  
Sukharev J., Zhukov L., Popescul A.  
IEEE International Conference on Data Mining (ICDM 2015), 995-1000            

Equivariant embeddings of commutative linear algebraic groups of corank one  
Arzhantsev I., Kotenkova P.  
Documenta Mathematica 20, 1039-1054

Strongly solvable spherical subgroups and their combinatorial invariants  
Avdeev R.  
Selecta Mathematica, New Series 21, 931-993

The inverted multi-index  
Babenko A., Lempitsky V.  
IEEE Transactions on Pattern Analysis and Machine Intelligence 37, 1247-1260

Computing minimal and maximal suffixes of a substring  
Babenko M. et al.  
Theoretical Computer Science 638, 112-121

Prefix and plain Kolmogorov complexity characterizations of 2-randomness: Simple proofs  
Bauwens B.  
Archive for Mathematical Logic 54, 615-629

Addendum to: Multilevel dual approach for pricing American style derivatives  
Belomestny D., Joshi M., Schoenmakers J.  
Finance and Stochastics 19, 681-684

Statistical inference for generalized Ornstein-Uhlenbeck processes  
Belomestny D., Panov V.  
Electronic Journal of Statistics 9, 1974-2006

The Hausdorff spectrum of a class of multifractal processes  
Decrouez G., Hambly B., Jones O.D.  
Processes and their Applications 125, 1541-1568

The Voronoi conjecture for parallelohedra with simply connected δ-surfaces  
Garber A., Gavrilyuk A., Magazinov A.  
Discrete and Computational Geometry 53, 245-260

Triadic formal concept analysis and triclustering: Searching for optimal patterns  
Ignatov D., Gnatyshak D., Kuznetsov S.,   Mirkin B.    
Machine Learning 101, 271-302

Bisecting K-means and 1D projection divisive clustering: A unified framework and experimental comparison  
Kovaleva E., Mirkin B.  
Journal of Classification 32, 414-442

GALA: Group analysis leads to accuracy, a novel approach for solving the inverse problem in exploratory analysis of group MEG recordings  
Kozunov V., Ossadtchi A.  
Frontiers in Neuroscience 9:107

Interactive error correction in implicative theories  
Kuznetsov S., Revenko A  
International Journal of Approximate Reasoning 63, 89-100

Discovering structural alerts for mutagenicity using stable emerging molecular patterns  
Métivier J.-P., Buzmakov A., Kuznetsov S.   et al.    
Journal of Chemical Information and Modeling 55, 925-940

A seed expanding cluster algorithm for deriving upwelling areas on sea surface temperature images  
Nascimento S., Casca S., Mirkin B.  
Computers and Geosciences 85, 74-85

A dynamical model improves reconstruction of handwriting from multichannel electromyographic recordings  
Okorokova E., Ossadtchi A. et al.  
Frontiers in Neuroscience 9:389

Submodular relaxation for inference in Markov random fields  
Osokin A., Vetrov D.  
IEEE Transactions on Pattern Analysis and Machine Intelligence 37, 1347-1359

Statistical testing of segment homogeneity in classification of piecewise-regular objects  
Savchenko A., Belova N.  
International Journal of Applied Mathematics and Computer Science 25, 915-925

Heating and ultraviolet light activate anti-stress gene functions in humans  
Semenkov V., Michalski A., Sapozhnikov A.  
Frontiers in Genetics 6:245

Stochastic description of the high-frequency content of daily sunspots and evidence for regime changes  
Shapoval A. et al.  
Astrophysical Journal 799:56

When daily sunspot births become positively correlated  
Shapoval A. et al.  
Solar Physics 290, 2709-2717

Bootstrap confidence sets under model misspecification  
Spokoiny V., Zhilova M.  
Annals of Statistics 43, 2653-2675

Publications 2020

Publications 2019

Publications 2018

Publications 2017

Publications 2016