Alexander Kovalenko

Orcid: 0000-0002-7194-1874

According to our database1, Alexander Kovalenko authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Overcoming Long Inference Time of Nearest Neighbors Analysis in Regression and Uncertainty Prediction.
SN Comput. Sci., June, 2024

Machine Learning Based Tool for Automated Sperm Cell Tracking and Sperm Bundle Detection.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

AI-Based Spatiotemporal Crop Monitoring by Cloud Removal in Satellite Images.
Proceedings of the 19th Conference on Computer Science and Intelligence Systems, 2024

2023
Decorelated Weight Initialization by Backpropagation.
Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022
Graph Neural Networks with Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data.
CoRR, 2022

Linear Self-attention Approximation via Trainable Feedforward Kernel.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021
CodeDJ: Reproducible Queries over Large-Scale Software Repositories (Artifact).
Dagstuhl Artifacts Ser., 2021

Pureformer: Do We Even Need Attention?
CoRR, 2021

Dynamic Neural Diversification: Path to Computationally Sustainable Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

CodeDJ: Reproducible Queries over Large-Scale Software Repositories.
Proceedings of the 35th European Conference on Object-Oriented Programming, 2021


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