
StyleGAN2 Distillation for Feedforward Image Manipulation
StyleGAN2 is a stateoftheart network in generating realistic images. ...
read it

Monocular 3D Object Detection via Geometric Reasoning on Keypoints
Monocular 3D object detection is wellknown to be a challenging vision t...
read it

Reinforcement Learning Based Dynamic Selection of Auxiliary Objectives with Preserving of the Best Found Solution
Efficiency of singleobjective optimization can be improved by introduci...
read it

Neural Networks for Information Retrieval
Machine learning plays a role in many aspects of modern IR systems, and ...
read it

Using Neural Networks for Click Prediction of Sponsored Search
Sponsored search is a multibillion dollar industry and makes up a major...
read it

A Simple and Accurate SyntaxAgnostic Neural Model for Dependencybased Semantic Role Labeling
We introduce a simple and accurate neural model for dependencybased sem...
read it

Efficient Rectangular MaximalVolume Algorithm for Rating Elicitation in Collaborative Filtering
Cold start problem in Collaborative Filtering can be solved by asking ne...
read it

Distributed Coordinate Descent for L1regularized Logistic Regression
Solving logistic regression with L1regularization in distributed settin...
read it

User ModelBased IntentAware Metrics for Multilingual Search Evaluation
Despite the growing importance of multilingual aspect of web search, no ...
read it

Siamese CBOW: Optimizing Word Embeddings for Sentence Representations
We present the Siamese Continuous Bag of Words (Siamese CBOW) model, a n...
read it

Detecting state of aggression in sentences using CNN
In this article we study verbal expression of aggression and its detecti...
read it

Tilings of the plane with unit area triangles of bounded diameter
There exist tilings of the plane with pairwise noncongruent triangles of...
read it

Tilings with noncongruent triangles
We solve a problem of R. Nandakumar by proving that there is no tiling o...
read it

Community detection through likelihood optimization: in search of a sound model
Community detection has recently became one of the most important proble...
read it

D^2: Decentralized Training over Decentralized Data
While training a machine learning model using multiple workers, each of ...
read it

ContextAware Neural Machine Translation Learns Anaphora Resolution
Standard machine translation systems process sentences in isolation and ...
read it

Incompatible intersection properties
Let F⊂ 2^[n] be a family in which any three sets have nonempty interse...
read it

Online Evaluation for Effective Web Service Development
Development of the majority of the leading web services and software pro...
read it

Inferring Complementary Products from Baskets and Browsing Sessions
Complementary products recommendation is an important problem in ecomme...
read it

Degree versions of theorems on intersecting families via stability
The matching number of a family of subsets of an nelement set is the ma...
read it

Diversity
Given a family F⊂ 2^[n], its diversity is the number of sets not contai...
read it

A repetitionfree hypersequent calculus for firstorder rational Pavelka logic
We present a hypersequent calculus G^3Ł∀ for firstorder infinitevalued...
read it

The Crossing Tverberg Theorem
Tverberg's theorem is one of the cornerstones of discrete geometry. It s...
read it

Comparing several calculi for firstorder infinitevalued Łukasiewicz logic
From the viewpoint of provability, we compare some Gentzentype hyperseq...
read it

Spatiotemporal Data Fusion for Precipitation Nowcasting
Precipitation nowcasting using neural networks and groundbased radars h...
read it

Simple juntas for shifted families
We say that a family F of kelement sets is a jjunta if there is a set...
read it

Beyond the Erdős Matching Conjecture
A family F⊂[n] k is U(s,q) of for any F_1,..., F_s∈ F we have F_1∪...∪...
read it

A nested Schur complement solver with meshindependent convergence for the time domain photonics modeling
A nested Schur complement solver is proposed for iterative solution of l...
read it

When a Good Translation is Wrong in Context: ContextAware Machine Translation Improves on Deixis, Ellipsis, and Lexical Cohesion
Though machine translation errors caused by the lack of context beyond o...
read it

Analyzing MultiHead SelfAttention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
Multihead selfattention is a key component of the Transformer, a state...
read it

Aggregation of pairwise comparisons with reduction of biases
We study the problem of ranking from crowdsourced pairwise comparisons. ...
read it

The Implicit MetropolisHastings Algorithm
Recent works propose using the discriminator of a GAN to filter out unre...
read it

Tensor train optimization for mathematical model of social networks
The optimization algorithms for solving multiparameter inverse problem ...
read it

Latent Distribution Assumption for Unbiased and Consistent Consensus Modelling
We study the problem of aggregation noisy labels. Usually, it is solved ...
read it

Sensor Aware Lidar Odometry
A lidar odometry method, integrating into the computation the knowledge ...
read it

ContextAware Monolingual Repair for Neural Machine Translation
Modern sentencelevel NMT systems often produce plausible translations o...
read it

The Bottomup Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
We seek to understand how the representations of individual tokens and t...
read it

Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
Nowadays, deep neural networks (DNNs) have become the main instrument fo...
read it

Beyond Vector Spaces: Compact Data Representationas Differentiable Weighted Graphs
Learning useful representations is a key ingredient to the success of mo...
read it

Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs
Learning useful representations is a key ingredient to the success of mo...
read it

In Search of the Fastest Concurrent UnionFind Algorithm
UnionFind (or DisjointSet Union) is one of the fundamental problems in...
read it

An accurate restarting for shiftandinvert Krylov subspaces computing matrix exponential actions of nonsymmetric matrices
An accurate residual–time (AccuRT) restarting for computing matrix expon...
read it

Evolutionary algorithms for constructing an ensemble of decision trees
Most decision tree induction algorithms are based on a greedy topdown r...
read it

Imagetoimage Neural Network for Addition and Subtraction of a Pair of Not Very Large Numbers
Looking back at the history of calculators, one can see that they become...
read it

The VCdimension of kvertex dpolytopes
In this short note, we show that the VCdimension of the class of kvert...
read it

Maximal degrees in subgraphs of Kneser graphs
In this paper, we study the maximum degree in nonempty induced subgraph...
read it

Any Motion Detector: Learning Classagnostic Scene Dynamics from a Sequence of LiDAR Point Clouds
Object detection and motion parameters estimation are crucial tasks for ...
read it

Uncertainty in Gradient Boosting via Ensembles
Gradient boosting is a powerful machine learning technique that is parti...
read it

PRANK: motion Prediction based on RANKing
Predicting the motion of agents such as pedestrians or humandriven vehi...
read it

Boost then Convolve: Gradient Boosting Meets Graph Neural Networks
Graph neural networks (GNNs) are powerful models that have been successf...
read it
Yandex
We are the leading internet company in Russia, operating the country's most popular search engine and the most visited website. We generated over 60% of all search traffic in Russia in January 2013, while our sites attracted almost 53 million unique visitors in the same month. We also operate in Ukraine, Kazakhstan, Belarus and Turkey.