1.3k citations · 26.8k across the 382 of their papers we have counts for
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Symbolic expression generation via Variational Auto-Encoder
Sergei Popov, Mikhail Lazarev, Vladislav Belavin +2
There are many problems in physics, biology, and other natural sciences in which symbolic regression can provide valuable insights and discover new laws of nature. A widespread Dee…
Latent Neural Stochastic Differential Equations for Change Point Detection
Artem Ryzhikov, Mikhail Hushchyn, Denis Derkach
Automated analysis of complex systems based on multiple readouts remains a challenge. Change point detection algorithms are aimed to locating abrupt changes in the time series beha…
Online Neural Networks for Change-Point Detection
Mikhail Hushchyn, Kenenbek Arzymatov, Denis Derkach
Moments when a time series changes its behavior are called change points. Occurrence of change point implies that the state of the system is altered and its timely detection might…
NFAD: Fixing anomaly detection using normalizing flows
Artem Ryzhikov, Maxim Borisyak, Andrey Ustyuzhanin +1
Anomaly detection is a challenging task that frequently arises in practically all areas of industry and science, from fraud detection and data quality monitoring to finding rare ca…