FastICA
The FastICA package is a free (GPL) MATLAB program that implements the fast fixed-point algorithm for independent component analysis and projection pursuit. It features an easy-to-use graphical user interface, and a computationally powerful algorithm.
Keywords for this software
References in zbMATH (referenced in 210 articles )
Showing results 1 to 20 of 210.
Sorted by year (- Matsuda, Takeru; Uehara, Masatoshi; Hyvärinen, Aapo: Information criteria for non-normalized models (2021)
- Bhardwaj, Swati; Gudur, Venkateshwarlu Yellaswamy; Acharyya, Amit: An accelerated computational approach in proteomics (2020)
- Chamikara, M. A. P.; Bertok, P.; Liu, D.; Camtepe, S.; Khalil, I.: Efficient privacy preservation of big data for accurate data mining (2020)
- Chen, Ying; Niu, Linlin; Chen, Ray-Bing; He, Qiang: Sparse-group independent component analysis with application to yield curves prediction (2019)
- Wu, Ying Nian; Gao, Ruiqi; Han, Tian; Zhu, Song-Chun: A tale of three probabilistic families: discriminative, descriptive, and generative models (2019)
- Babichev, Dmitry; Bach, Francis: Slice inverse regression with score functions (2018)
- Belkin, Mikhail; Rademacher, Luis; Voss, James: Eigenvectors of orthogonally decomposable functions (2018)
- Ben-Moshe, Dan: Identification of joint distributions in dependent factor models (2018)
- Chang, Jinyuan; Guo, Bin; Yao, Qiwei: Principal component analysis for second-order stationary vector time series (2018)
- Dharmani, Bhaveshkumar C.: Multivariate generalized Gram-Charlier series in vector notations (2018)
- Klus, Stefan; Nüske, Feliks; Koltai, Péter; Wu, Hao; Kevrekidis, Ioannis; Schütte, Christof; Noé, Frank: Data-driven model reduction and transfer operator approximation (2018)
- Painsky, Amichai; Tishby, Naftali: Gaussian lower bound for the information bottleneck limit (2018)
- Samworth, Richard J.: Recent progress in log-concave density estimation (2018)
- Schmitz, Morgan A.; Heitz, Matthieu; Bonneel, Nicolas; Ngolè, Fred; Coeurjolly, David; Cuturi, Marco; Peyré, Gabriel; Starck, Jean-Luc: Wasserstein dictionary learning: optimal transport-based unsupervised nonlinear dictionary learning (2018)
- Stolbov, Mikhail; Shchepeleva, Maria: Systemic risk in Europe: deciphering leading measures, common patterns and real effects (2018)
- Wiedermann, Wolfgang; Merkle, Edgar C.; von Eye, Alexander: Direction of dependence in measurement error models (2018)
- Ashino, Ryuichi; Mandai, Takeshi; Morimoto, Akira: Continuous multiwavelet transform for blind signal separation (2017)
- Dupuy, Christophe; Bach, Francis: Online but accurate inference for latent variable models with local Gibbs sampling (2017)
- Flammarion, Nicolas; Palaniappan, Balamurugan; Bach, Francis: Robust discriminative clustering with sparse regularizers (2017)
- Madan, Dilip B.; Pistorius, Martijn; Schoutens, Wim: Conic trading in a Markovian steady state (2017)
Further publications can be found at: http://www.cs.helsinki.fi/u/ahyvarin/papers/fastica.shtml