Selected Publications of the Faculty

2017

AnnArbor: Approximate nearest neighbors using arborescence coding  
Babenko A., Lempitsky V.  
IEEE International Conference on Computer Vision (ICCV 2017), 4895-4903

Product split trees  
Babenko A., Lempitsky V.  
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 6316-6324

Mining convex polygon patterns with formal concept analysis  
Belfodil A., Kuznetsov S., et al.  
International Joint Conference on Artificial Intelligence (IJCAI 2017), 1425-1432

The complexity of ontology-based data access with OWL 2 QL and bounded treewidth queries  
Bienvenu M., Podolskii V. et al.  
ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS 2017), 201-216

Efficient mining of subsample-stable graph patterns  
Buzmakov A., Kuznetsov S., Napoli A.  
IEEE International Conference on Data Mining (ICDM 2017), 757-762

Spatially adaptive computation time for residual networks  
Figurnov M., Vetrov D. et al.  
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2017), 1790-1799

Semi-dense depth interpolation using deep convolutional neural networks  
Makarov I., Aliev V., Gerasimova O.  
ACM Multimedia Conference (MM 2017), 1407-1415

Variational dropout sparsifies deep neural networks  
Molchanov D., Ashukha A., Vetrov D.  
International Conference on Machine Learning (ICML 2017), 2498-2507

Structured Bayesian Pruning via Log-Normal Multiplicative Noise  
Neklyudov K., Molchanov D., Ashukha A., Vetrov D.  
Advances in Neural Information Processing Systems (NeurIPS 2017), 6775-6784

Composing tree graphical models with persistent homology features for clustering mixed-type data  
Ni X., Quadrianto N. et al.  
International Conference on Machine Learning (ICML 2017), 2622-2631

GANs for biological image synthesis  
Osokin A. et al.  
IEEE International Conference on Computer Vision (ICCV 2017), 2252-2261

On Structured Prediction Theory with Calibrated Convex Surrogate Losses  
Osokin A., Bach F., Lacoste-Julien S.  
Advances in Neural Information Processing Systems (NeurIPS 2017), 302-313

Recycling privileged learning and distribution matching for fairness  
Quadrianto N., Sharmanska V.  
Advances in Neural Information Processing Systems (NeurIPS 2017), 677-688

Any-angle pathfinding for multiple agents based on SIPP algorithm  
Yakovlev K., Andreychuk A.  
International Conference on Automated Planning and Scheduling (ICAPS 2017), 586-593         

The automorphism group of a rigid affine variety 
Arzhantsev I., Gaifullin S.  
Mathematische Nachrichten 290, 662-671 

Additive actions on toric varieties  
Arzhantsev I., Romaskevich E. 
Proceedings of the American Mathematical Society 145, 1865-1879 

Cohomology of toric origami manifolds with acyclic proper faces  
Ayzenberg A., et al.  
Journal of Symplectic Geometry 15, 645-685

Dualization in lattices given by ordered sets of irreducibles  
Babin M., Kuznetsov S.  
Theoretical Computer Science 658, 316-326

Sieve estimation of the minimal entropy martingale marginal density with application to pricing kernel estimation  
Belomestny D., Härdle W.K., Krymova E.  
International Journal of Theoretical and Applied Finance 20:1750041

A convex programming-based algorithm for mean payoff stochastic games with perfect information  
Boros E., Gurvich V. et al.  
Optimization Letters 11, 1499-1512

A nested family of k-total effective rewards for positional games  
Boros E., Gurvich V., et al.  
International Journal of Game Theory 46, 263-293

Approximation schemes for stochastic mean payoff games with perfect information and few random positions  
Boros E., Gurvich V., et al.  
Algorithmica 80, 3132-3157

Regularity of non-stationary subdivision: A matrix approach  
Charina M., Protasov V. et al.  
Numerische Mathematik 135, 639-678

The second term in the asymptotics for the number of points moving along a metric graph  
Chernyshev V., Tolchennikov A.  
Regular and Chaotic Dynamics 22, 937-948

The Minkowski central partition as a pointer to a suitable distance exponent and consensus partitioning  
Cordeiro de Amorim R., Shestakov A., Mirkin B.   et al.    
Pattern Recognition 67, 62-72

Regularized Newton methods for minimizing functions with Hölder continuous Hessians  
Grapiglia G.N., Nesterov Y.  
SIAM Journal on Optimization 27, 478-506

Sugar Lego: Gene composition of bacterial carbohydrate metabolism genomic loci  
Kaznadzey A., Shelyakin, P. Gelfand M.  
Biology Direct 12:28

Receptor Mincle promotes skin allergies and is capable of recognizing cholesterol sulfate  
Kostarnoy A., Riabenko E. et al.  
Proceedings of the National Academy of Sciences of the United States of America 114, E2758-E2765

Genomic analysis of Caldithrix abyssi, the thermophilic anaerobic bacterium of the novel bacterial phylum Calditrichaeota  
Kublanov I., Gelfand M. et al.  
Frontiers in Microbiology 8:195

The transcriptome of type i murine astrocytes under interferon-gamma exposure and remyelination stimulus  
Kudriaeva A., Galatenko V., et al.  
Molecules 22:808

Colourings of uniform hypergraphs with large girth and applications  
Kupavskii A., Shabanov D.  
Combinatorics Probability and Computing 27, 245-273

Generating event logs for high-level process models  
Mitsyuk A., Shugurov I., Kalenkova A.,   van der Aalst W.    
Simulation Modelling Practice and Theory 74, 1-16

Parameterized ceteris paribus preferences over atomic conjunctions under conservative semantics  
Obiedkov S.  
Theoretical Computer Science 658, 375-390

Neurofeedback learning modifies the incidence rate of alpha spindles, but not their duration and amplitude  
Ossadtchi A., Okorokova E., Moiseeva V. et al.  
Scientific Reports 7:3772

The euler binary partition function and subdivision schemes  
Protasov V.  
Mathematics of Computation 86, 1499-1524

Matrix semigroups with constant spectral radius  
Protasov V., Voynov A.  
Linear Algebra and Its Applications 513, 376-408

Genome analysis of E. coli isolated from Crohn's disease patients  
Rakitina D., Gelfand M. et al.  
BMC Genomics 18:544

Dynamics of sunspot series on time scales from days to years: Correlation of sunspot births, variable lifetimes, and evolution of the high-frequency spectral component  
Shapoval A. et al.  
Journal of Geophysical Research: Space Physics 122, 11874-11887

Penalized maximum likelihood estimation and effective dimension  
Spokoiny V.  
Annales de l'institut Henri Poincare (B) Probability and Statistics 53, 389-429

Activation of the alpha-globin gene expression correlates with dramatic upregulation of nearby non-globin genes and changes in local and large-scale chromatin spatial structure  
Ulianov S., Gelfand M. et al.  
Epigenetics and Chromatin 10:35

Source-space EEG neurofeedback links subjective experience with brain activity during effortless awareness meditation  
van Lutterveld R., Ossadtchi A. et al.  
NeuroImage 151, 117-127

MEG signatures of a perceived match or mismatch between individual and group opinions  
Zubarev I., Klucharev V., Ossadtchi A., Moiseeva V., Shestakova A.  
Frontiers in Neuroscience 11:10

Publications 2020

Publications 2019

Publications 2018

Publications 2016

Publications 2015