STYLE-ANALYZER: fixing code style inconsistencies with interpretable unsupervised algorithms

no code implementations • 1 Apr 2019 • Vadim Markovtsev, Waren Long, Hugo Mougard, Konstantin Slavnov, Egor Bulychev

Source code reviews are manual, time-consuming, and expensive.

Splitting source code identifiers using Bidirectional LSTM Recurrent Neural Network

no code implementations • 26 May 2018 • Vadim Markovtsev, Waren Long, Egor Bulychev, Romain Keramitas, Konstantin Slavnov, Gabor Markowski

Such multi-part identifiers count for 97% of all naming tokens in the Public Git Archive - the largest dataset of Git repositories to date.

Consistent Estimation of Mixed Memberships with Successive Projections

2 code implementations • 5 Jul 2017 • Maxim Panov, Konstantin Slavnov, Roman Ushakov

This paper considers the parameter estimation problem in Mixed Membership Stochastic Block Model (MMSB), which is a quite general instance of random graph model allowing for overlapping community structure.

Statistics Theory Statistics Theory