Antti Airola

Learning Multi-Label Predictors under Sparsity Budget (2011)

Frontiers in Artificial Intelligence and Applications

Naula P, Pahikkala T, Airola A, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Greedy Regularized Least-Squares for Multi-Task Learning (2011)

Naula P, Pahikkala T, Airola A, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Speedy Local Search for Semi-Supervised Regularized Least-Squares (2011)

34th Annual German Conference on AI, Lecture Notes in Computer Science

Gieseke F, Kramer O, Airola A, Pahikkala T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Drug-drug Interaction Extraction from Biomedical Texts with {SVM} and {RLS} Classifiers (2011)

Björne J, Airola A, Pahikkala T, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

An Improved Training Algorithm for the Linear Ranking Support Vector Machine (2011)

Lecture Notes in Computer Science

Airola A, Pahikkala T, Salakoski T

(A4 Vertaisarvioitu artikkeli konferenssijulkaisussa)

Greedy {RankRLS}: a Linear Time Algorithm for Learning Sparse Ranking Models (2010)

Pahikkala T, Airola A, Naula P, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Conditional Ranking on Relational Data (2010)

Lecture Notes in Computer Science

Pahikkala T, Waegeman W, Airola A, Salakoski T, De Baets B

(Vertaisarvioitu alkuperäisartikkeli tai data-artikkeli tieteellisessä aikakauslehdessä (A1))

A comparison of {AUC} estimators in small-sample studies (2010)

Journal of Machine Learning Research

Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

A comparison of AUC estimators in small-sample studies (2010)

JMLR workshop and conference proceedings

Airola A, Pahikkala T, Waegeman W, De Baets B, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

Feature Selection for Regularized Least-Squares: New Computational Short-Cuts and Fast Algorithmic Implementations (2010)

Pahikkala T, Airola A, Salakoski T

(Vertaisarvioitu artikkeli konferenssijulkaisussa (A4))

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Learning Multi-Label Predictors under Sparsity Budget (2011)

Greedy Regularized Least-Squares for Multi-Task Learning (2011)

Speedy Local Search for Semi-Supervised Regularized Least-Squares (2011)

Drug-drug Interaction Extraction from Biomedical Texts with {SVM} and {RLS} Classifiers (2011)

An Improved Training Algorithm for the Linear Ranking Support Vector Machine (2011)

Greedy {RankRLS}: a Linear Time Algorithm for Learning Sparse Ranking Models (2010)

Conditional Ranking on Relational Data (2010)

A comparison of {AUC} estimators in small-sample studies (2010)

A comparison of AUC estimators in small-sample studies (2010)

Feature Selection for Regularized Least-Squares: New Computational Short-Cuts and Fast Algorithmic Implementations (2010)