Multiple instance learning via Gaussian processes

DOI10.1007/S10618-013-0333-YzbMath1298.68221OpenAlexW1967010859MaRDI QIDQ468681

Min-Young Kim, Fernando De La Torre

Publication date: 7 November 2014

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://figshare.com/articles/journal_contribution/Multiple_Instance_Learning_via_Gaussian_Processes/6555674

zbMATH Keywords

Gaussian processesprobabilistic modelskernel machinesmultiple instance learning

Mathematics Subject Classification ID

Gaussian processes (60G15) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Multiple instance learning via Gaussian processes

Uses Software

• MILIS

Cites Work

• Greedy function approximation: A gradient boosting machine.
• Multiple instance learning via Gaussian processes
• Multiple instance classification via successive linear programming
• Solving the multiple instance problem with axis-parallel rectangles.
• 10.1162/jmlr.2003.3.4-5.651
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