Nikolaos Nikolaou
Orcid: 0000-0001-8453-7574Affiliations:
- The University of Manchester, UK
According to our database1,
Nikolaos Nikolaou
authored at least 15 papers
between 2014 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Finding Pegasus: Enhancing Unsupervised Anomaly Detection in High-Dimensional Data using a Manifold-Based Approach.
CoRR, February, 2025
2023
Mach. Learn. Sci. Technol., March, 2023
2021
Lessons Learned from Ariel Data Challenge 2022 - Inferring Physical Properties of Exoplanets From Next-Generation Telescopes.
Proceedings of the NeurIPS 2022 Competition Track, 2021
2020
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals.
CoRR, 2020
PyLightcurve-torch: a transit modelling package for deep learning applications in PyTorch.
CoRR, 2020
Lessons Learned from the 1st ARIEL Machine Learning Challenge: Correcting Transiting Exoplanet Light Curves for Stellar Spots.
CoRR, 2020
CoRR, 2020
2019
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019
2017
Gradient Boosting Models for Photovoltaic Power Estimation Under Partial Shading Conditions.
Proceedings of the Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy, 2017
2016
2015
Proceedings of the Multiple Classifier Systems - 12th International Workshop, 2015
2014
Information Theoretic Feature Selection in Multi-label Data through Composite Likelihood.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2014