Oleksandr Shchur

About Oleksandr Shchur

Oleksandr Shchur, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Machine Learning, Time Series Forecasting, Temporal Point Processes.

His recent articles reflect a diverse array of research interests and contributions to the field:

Chronos: Learning the language of time series

Add and Thin: Diffusion for Temporal Point Processes

Using deep learning for flexible and scalable earthquake forecasting

AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting

Are size and timing within earthquake sequences separable?

Quantifying Causal Contribution in Rare Event Data

Modeling Continuous-time Event Data with Neural Temporal Point Processes

Detecting Anomalous Event Sequences with Temporal Point Processes

Oleksandr Shchur Information

University

Position

PhD student

Citations(all)

2115

Citations(since 2020)

2083

Cited By

513

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Oleksandr Shchur Skills & Research Interests

Machine Learning

Time Series Forecasting

Temporal Point Processes

Top articles of Oleksandr Shchur

Chronos: Learning the language of time series

arXiv preprint arXiv:2403.07815

2024/3/12

Add and Thin: Diffusion for Temporal Point Processes

Advances in Neural Information Processing Systems

2024/2/13

Using deep learning for flexible and scalable earthquake forecasting

Geophysical Research Letters

2023/9/16

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Stephan Günnemann
Stephan Günnemann

H-Index: 30

AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting

2023/8/10

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Yuyang Wang
Yuyang Wang

H-Index: 3

Are size and timing within earthquake sequences separable?

AGU Fall Meeting Abstracts

2022/12

Kelian Dascher-Cousineau
Kelian Dascher-Cousineau

H-Index: 5

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Quantifying Causal Contribution in Rare Event Data

2022/11/30

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Modeling Continuous-time Event Data with Neural Temporal Point Processes

2022

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Detecting Anomalous Event Sequences with Temporal Point Processes

2021/6/8

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Neural Temporal Point Processes: A Review

2021/4/8

Oleksandr Shchur
Oleksandr Shchur

H-Index: 6

Stephan Günnemann
Stephan Günnemann

H-Index: 30

Fast and Flexible Temporal Point Processes with Triangular Maps

2020

Intensity-Free Learning of Temporal Point Processes

2020

See List of Professors in Oleksandr Shchur University(Technische Universität München)

Co-Authors

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