IUI workshop on interactive machine learning

International Conference on Intelligent User Interfaces, Proceedings IUI

Volumn , Issue , 2013, Pages 121-123

  Amershi, Saleema ^a   Cakmak, Maya ^b   Knox, W Bradley ^c   Kulesza, Todd ^d   Lau, Tessa ^b  

^a MICROSOFT RESEARCH   (United States)

^b Willow Garage Inc   (United States)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^d OREGON STATE UNIVERSITY   (United States)

Author keywords

Active learning; Democratizing machine learning; Empirical studies and computational models of human teaching; End user programming; Feature labeling; Human in the loop intelligent systems; Interactive clustering; Programming by demonstration; Reinforcement learning with human feedback or guidance; Transparency and feedback in machine learning

Indexed keywords

ACTIVE LEARNING; COMPUTATIONAL MODEL; END USER PROGRAMMING; FEATURE LABELING; HUMAN-IN-THE-LOOP; INTERACTIVE CLUSTERING; PROGRAMMING BY DEMON-STRATION;

COMPUTER PROGRAMMING; HUMAN COMPUTER INTERACTION; LEARNING ALGORITHMS; PRINTING MACHINERY; REINFORCEMENT LEARNING; USER INTERFACES;

INTELLIGENT SYSTEMS;

EID: 84875842171     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2451176.2451230     Document Type: Conference Paper

References (15)

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2. AAAI Spring Symposium 2009: Agents that Learn from Human Teachers. http://www.cc.gatech.edu/AAAI-SS09-LFH/.
3. AAMAS 2010 Workshop: Agents Learning Interactively from Human Teachers. http://www.cs.utexas.edu/bradknox/AAMAS-ALIHT.
4. CHI 2012 Workshop: End-user interactions with intelligent and autonomous systems. http://www.city.ac.uk/informatics/school-organisation/centre-for-human- computer-interaction-design/enduserias.
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