146 citations
- Université Paris Dauphine-PSLFR65 papers
- Centre National de la Recherche ScientifiqueFR52 papers
- Université Paris Sciences et LettresFR27 papers
- University of LuxembourgLU9 papers
- École Nationale de l’Aviation CivileFR6 papers
- Institut Universitaire de FranceFR6 papers
- Laboratoire d'Intégration des Systèmes et des TechnologiesFR5 papers
- AGH University of KrakowPL4 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR4 papers
- Hungarian Academy of SciencesHU4 papers
- Korea Advanced Institute of Science and TechnologyKR4 papers
- Laboratoire des Sciences pour la Conception, l'Optimisation et la ProductionFR4 papers
Showing 2016 · cs.LGShow all
2 papers · 2 filters
cs.LG2016★ 24 cited
Structured adaptive and random spinners for fast machine learning computations
Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski +6
We consider an efficient computational framework for speeding up several machine learning algorithms with almost no loss of accuracy. The proposed framework relies on projections v…
cs.LG2016★ 6 cited
Geometry-aware stationary subspace analysis
Inbal Horev, Florian Yger, Masashi Sugiyama
In many real-world applications data exhibits non-stationarity, i.e., its distribution changes over time. One approach to handling non-stationarity is to remove or minimize it befo…