MLGWSC-1: The first Machine Learning Gravitational-Wave Search Mock Data Challenge.
Marlin B. SchäferOndrej ZelenkaAlexander H. NitzHe WangShichao WuZong-Kuan GuoZhoujian CaoZhixiang RenParaskevi NousiNikolaos StergioulasPanagiotis IosifAlexandra E. KoloniariAnastasios TefasNikolaos PassalisFrancesco SalemiGabriele VedovatoSergey KlimenkoTanmaya MishraBernd BrügmannElena CuocoE. A. HuertaChris MessengerFrank OhmePublished in: CoRR (2022)
Keyphrases
- machine learning
- data sets
- data analysis
- search algorithm
- training data
- data distribution
- raw data
- small number
- data mining techniques
- data processing
- data structure
- reinforcement learning
- high quality
- database
- result set
- search strategy
- machine learning algorithms
- statistical analysis
- computer systems
- data collection
- original data
- image data
- knowledge discovery
- data points
- search space
- databases
- information retrieval systems
- data mining
- genetic algorithm
- prior knowledge
- experimental data
- background knowledge
- structured data
- synthetic data
- active learning
- high dimensional data
- labeled data
- data sources
- probability distribution