Oleksandr Galkin

According to our database, Oleksandr Galkin authored at least 6 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Denoising Diffusion Probabilistic Model for Realistic Financial Correlation Matrices.

Szymon Kubiak, Tillman Weyde, Oleksandr Galkin, Daniel Philps, Ram Gopal

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Improved Data Generation for Enhanced Asset Allocation: A Synthetic Dataset Approach for the Fixed Income Universe.

Szymon Kubiak, Tillman Weyde, Oleksandr Galkin, Daniel Philps, Ram Gopal

CoRR, 2023

Estimating the Impact of a Flood Event on Property Value and Its Diminished Effect over Time (Short Paper).

Nazia Ferdause Sodial, Oleksandr Galkin, Aidan Slingsby

Proceedings of the 12th International Conference on Geographic Information Science, 2023

2022

A Pipeline for the Diagnosis and Classification of Lung Lesions for Patients with COVID-19.

Oleksandr Davydko, Olena Horodetska, Ievgen Nastenko, Yaroslav Hladkyi, Vladimir Pavlov, Luca Longo, Mykola Linnik, Oleksandr Galkin

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2020

Improving Singing Voice Separation with the Wave-U-Net Using Minimum Hyperspherical Energy.

Joaquin Perez-Lapillo, Oleksandr Galkin, Tillman Weyde

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Monaural Speech Separation with Deep Learning Using Phase Modelling and Capsule Networks.

Toby Staines, Tillman Weyde, Oleksandr Galkin

Proceedings of the 27th European Signal Processing Conference, 2019