15 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 2 cited
Are Hyperbolic Representations in Graphs Created Equal?
Max Kochurov, Sergey Ivanov, Eugeny Burnaev
Recently there was an increasing interest in applications of graph neural networks in non-Euclidean geometry; however, are non-Euclidean representations always useful for graph lea…
cs.LG2019★ 15 cited
Modern Deep Reinforcement Learning Algorithms
Sergey Ivanov, Alexander D'yakonov
Recent advances in Reinforcement Learning, grounded on combining classical theoretical results with Deep Learning paradigm, led to breakthroughs in many artificial intelligence tas…
cs.SI2019★ 6 cited
Unsupervised Community Detection with Modularity-Based Attention Model
Ivan Lobov, Sergey Ivanov
In this paper we take a problem of unsupervised nodes clustering on graphs and show how recent advances in attention models can be applied successfully in a "hard" regime of the pr…