Loading…
Loading…
Challenges of real-world reinforcement learning: definitions, benchmarks and analysis
Dulac-Arnold, Gabriel, Levine, Nir, Mankowitz, Daniel J., Li, Jerry, Paduraru, Cosmin, Gowal, Sven, Hester, Todd
Published in Machine learning (01.09.2021)
Published in Machine learning (01.09.2021)
Get full text
Journal Article
Loading…
Loading…
Loading…
Loading…
Regularisation of neural networks by enforcing Lipschitz continuity
Gouk, Henry, Frank, Eibe, Pfahringer, Bernhard, Cree, Michael J.
Published in Machine learning (01.02.2021)
Published in Machine learning (01.02.2021)
Get full text
Journal Article
Loading…
The class imbalance problem in deep learning
Ghosh, Kushankur, Bellinger, Colin, Corizzo, Roberto, Branco, Paula, Krawczyk, Bartosz, Japkowicz, Nathalie
Published in Machine learning (01.07.2024)
Published in Machine learning (01.07.2024)
Get full text
Journal Article
Loading…
High-dimensional Bayesian optimization using low-dimensional feature spaces
Moriconi, Riccardo, Deisenroth, Marc Peter, Sesh Kumar, K. S.
Published in Machine learning (01.09.2020)
Published in Machine learning (01.09.2020)
Get full text
Journal Article
Loading…
Loading…
Loading…
How to measure uncertainty in uncertainty sampling for active learning
Nguyen, Vu-Linh, Shaker, Mohammad Hossein, Hüllermeier, Eyke
Published in Machine learning (01.01.2022)
Published in Machine learning (01.01.2022)
Get full text
Journal Article
Loading…
HIVE-COTE 2.0: a new meta ensemble for time series classification
Middlehurst, Matthew, Large, James, Flynn, Michael, Lines, Jason, Bostrom, Aaron, Bagnall, Anthony
Published in Machine learning (01.12.2021)
Published in Machine learning (01.12.2021)
Get full text
Journal Article
Loading…
Adaptive random forests for evolving data stream classification
Gomes, Heitor M., Bifet, Albert, Read, Jesse, Barddal, Jean Paul, Enembreck, Fabrício, Pfharinger, Bernhard, Holmes, Geoff, Abdessalem, Talel
Published in Machine learning (01.10.2017)
Published in Machine learning (01.10.2017)
Get full text
Journal Article
Loading…
Special issue on feature engineering editorial
Verdonck, Tim, Baesens, Bart, Óskarsdóttir, María, vanden Broucke, Seppe
Published in Machine learning (01.07.2024)
Published in Machine learning (01.07.2024)
Get full text
Journal Article
Loading…
Hybrid approaches to optimization and machine learning methods: a systematic literature review
Azevedo, Beatriz Flamia, Rocha, Ana Maria A. C., Pereira, Ana I.
Published in Machine learning (01.07.2024)
Published in Machine learning (01.07.2024)
Get full text
Journal Article
Loading…
Classifier calibration: a survey on how to assess and improve predicted class probabilities
Silva Filho, Telmo, Song, Hao, Perello-Nieto, Miquel, Santos-Rodriguez, Raul, Kull, Meelis, Flach, Peter
Published in Machine learning (01.09.2023)
Published in Machine learning (01.09.2023)
Get full text
Journal Article
Loading…
OWL2Vec: embedding of OWL ontologies
Chen, Jiaoyan, Hu, Pan, Jimenez-Ruiz, Ernesto, Holter, Ole Magnus, Antonyrajah, Denvar, Horrocks, Ian
Published in Machine learning (01.07.2021)
Published in Machine learning (01.07.2021)
Get full text
Journal Article