Mikhail Hushchyn

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authored 10 papers 5 months ago

Performance Modeling of Data Storage Systems using Generative Models

Paper • 2307.02073 • Published Jul 5, 2023

Global Optimisation of Black-Box Functions with Generative Models in the Wasserstein Space

Paper • 2407.11917 • Published Jul 16, 2024

Understanding of the properties of neural network approaches for transient light curve approximations

Paper • 2209.07542 • Published Sep 15, 2022

Latent Neural Stochastic Differential Equations for Change Point Detection

Paper • 2208.10317 • Published Aug 22, 2022

Supernova Light Curves Approximation based on Neural Network Models

Paper • 2206.13306 • Published Jun 27, 2022

The Tracking Machine Learning challenge : Throughput phase

Paper • 2105.01160 • Published May 3, 2021

Online Neural Networks for Change-Point Detection

Paper • 2010.01388 • Published Oct 3, 2020

Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova Catalog

Paper • 2006.10489 • Published Jun 18, 2020

Variational Dropout Sparsification for Particle Identification speed-up

Paper • 2001.07493 • Published Jan 21, 2020

Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation

Paper • 2001.06386 • Published Jan 17, 2020