Optimal batch selection for active learning in multi-label classification

MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops

Volumn , Issue , 2011, Pages 1413-1416

  Chakraborty, Shayok ^a   Balasubramanian, Vineeth ^a   Panchanathan, Sethuraman ^a  

^a ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Algortihms; Theory

Indexed keywords

ACTIVE LEARNING; ALGORTIHMS; BATCH MODES; CLASSIFICATION MODELS; DATA POINTS; HIGH REDUNDANCY; LABEL SPACE; MANUAL ANNOTATION; MULTI-LABEL; MULTIPLE LABELS; PRESENCE/ABSENCE; REAL-WORLD APPLICATION; THEORY; UNLABELED DATA; VIDEO SEQUENCES;

OPTIMIZATION;

ALGORITHMS;

EID: 84455168979     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2072298.2072028     Document Type: Conference Paper

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