Oleksandr Shchur

1. Chronos: Learning the Language of Time Series
   2024/03/12 by Abdul Fatir Ansari, Lorenzo Stella, Ansari, Abdul Fatir +36 · 4 voices · 160 citations
   Computer Science · Physics and Astronomy · #Time Series Analysis and Forecasting #Advanced Text Analysis Techniques #Historical Astronomy and Related Studies
2. Pitfalls of Graph Neural Network Evaluation
   2018/11/14 by Oleksandr Shchur, Shchur, Oleksandr, Maximilian Mumme +5 · 97 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
3. Introduction to Tensor Decompositions and their Applications in Machine Learning
   2017/11/29 by Stephan Rabanser, Oleksandr Shchur, Rabanser, Stephan +3 · 1 voice · 5 citations
   #stat.ML #cs.LG
4. AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting
   2023/08/10 by Oleksandr Shchur, Shchur, Oleksandr, Caner Türkmen +10 · 12 citations
   Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
5. Overlapping Community Detection with Graph Neural Networks
   2019/09/26 by Oleksandr Shchur, Stephan Günnemann, Shchur, Oleksandr +1 · 4 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
6. Add and Thin: Diffusion for Temporal Point Processes
   2023/11/02 by David Lüdke, Lüdke, David, Marin Biloš +7 · 5 citations
   Mathematics · #Point processes and geometric inequalities