73 citations
- Transylvania University of BrașovRO6 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Nagoya City UniversityJP2 papers
- National Astronomical Observatory of JapanJP2 papers
- Siemens (Romania)RO2 papers
- Université Paris CitéFR2 papers
- Arcetri Astrophysical ObservatoryIT1 paper
- Astrophysique, Instrumentation et ModélisationFR1 paper
- California Polytechnic State UniversityUS1 paper
- CEA Paris-SaclayFR1 paper
- Center for Astrophysics Harvard & SmithsonianUS1 paper
- Chinese Academy of SciencesCN1 paper
Showing 2020 · cs.LGShow all
3 papers · 2 filters
cs.LG2020★ 1 cited
Survey of explainable machine learning with visual and granular methods beyond quasi-explanations
Boris Kovalerchuk, Muhammad Aurangzeb Ahmad, Ankur Teredesai
This paper surveys visual methods of explainability of Machine Learning (ML) with focus on moving from quasi-explanations that dominate in ML to domain-specific explanation support…
cs.LG2020★ 42 cited
Weighted Random Search for Hyperparameter Optimization
Adrian-Catalin Florea, Razvan Andonie
We introduce an improved version of Random Search (RS), used here for hyperparameter optimization of machine learning algorithms. Unlike the standard RS, which generates for each t…
cs.LG2020★ 73 cited
Weighted Random Search for CNN Hyperparameter Optimization
Razvan Andonie, Adrian-Catalin Florea
Nearly all model algorithms used in machine learning use two different sets of parameters: the training parameters and the meta-parameters (hyperparameters). While the training par…