1 × Germany
2 × USA
N.Karmarkar ∅ V.Sindhwani M.Belkin
learn (2) transduct (1) supervis (1) investig (1) guarante (1) function (1) approach (1) theoret (1) complex (1) cluster (1)
Person: Partha Niyogi
Wrote 3 papers:
- ICML-2005-SindhwaniNB #learning
- Beyond the point cloud: from transductive to semi-supervised learning (VS, PN, MB), pp. 824–831.
- ICML-2000-NiyogiK #approach #clustering #reduction
- An Approach to Data Reduction and Clustering with Theoretical Guarantees (PN, NK), pp. 679–686.
- ICML-1995-Niyogi #complexity #learning
- Free to Choose: Investigating the Sample Complexity of Active Learning of Real Valued Functions (PN), pp. 405–412.