Eliciting good teaching from humans for machine learners
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[1] Stephanie Rosenthal,et al. Towards maximizing the accuracy of human-labeled sensor data , 2010, IUI '10.
[2] Weng-Keen Wong,et al. Integrating rich user feedback into intelligent user interfaces , 2008, IUI '08.
[3] Laura A. Dabbish,et al. Labeling images with a computer game , 2004, AAAI Spring Symposium: Knowledge Collection from Volunteer Contributors.
[4] Peter Stone,et al. A social reinforcement learning agent , 2001, AGENTS '01.
[5] Jason Weston,et al. Curriculum learning , 2009, ICML '09.
[6] Desney S. Tan,et al. CueTIP: a mixed-initiative interface for correcting handwriting errors , 2006, UIST.
[7] Paul A. Viola,et al. Interactive Information Extraction with Constrained Conditional Random Fields , 2004, AAAI.
[8] Rémi Gilleron,et al. PAC Learning under Helpful Distributions , 1997, RAIRO Theor. Informatics Appl..
[9] Thomas G. Dietterich,et al. Interacting meaningfully with machine learning systems: Three experiments , 2009, Int. J. Hum. Comput. Stud..
[10] Manuela M. Veloso,et al. Layered Learning , 2000, ECML.
[11] Christoph H. Lampert,et al. Learning to detect unseen object classes by between-class attribute transfer , 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.
[12] Thomas Zeugmann,et al. Recent Developments in Algorithmic Teaching , 2009, LATA.
[13] Oscar Déniz-Suárez,et al. Learning to Recognize Faces Incrementally , 2007, DAGM-Symposium.
[14] Peter Stone,et al. Cobot: A Social Reinforcement Learning Agent , 2001, NIPS.
[15] A. Thomaz,et al. Mixed-Initiative Active Learning , 2012 .
[16] Noah D. Goodman,et al. Teaching Games : Statistical Sampling Assumptions for Learning in Pedagogical Situations , 2008 .
[17] Michael Kearns,et al. On the complexity of teaching , 1991, COLT '91.
[18] Andrea L. Thomaz,et al. Socially guided machine learning , 2006 .
[19] James N. MacGregor. The Effects of Order on Learning Classifications by Example: Heuristics for Finding the Optimal Order , 1988, Artif. Intell..
[20] Bilge Mutlu,et al. How Do Humans Teach: On Curriculum Learning and Teaching Dimension , 2011, NIPS.
[21] Andrea Lockerd Thomaz,et al. Reinforcement Learning with Human Teachers: Evidence of Feedback and Guidance with Implications for Learning Performance , 2006, AAAI.
[22] Bill Tomlinson,et al. Who are the crowdworkers?: shifting demographics in mechanical turk , 2010, CHI Extended Abstracts.
[23] H. David Mathias,et al. A Model of Interactive Teaching , 1997, J. Comput. Syst. Sci..
[24] Sanjoy Dasgupta,et al. Coarse sample complexity bounds for active learning , 2005, NIPS.
[25] N. Littlestone. Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm , 1987, 28th Annual Symposium on Foundations of Computer Science (sfcs 1987).
[26] Desney S. Tan,et al. CueFlik: interactive concept learning in image search , 2008, CHI.
[27] Desney S. Tan,et al. Interactive optimization for steering machine classification , 2010, CHI.
[28] Herman Chernoff,et al. The Use of Faces to Represent Points in k- Dimensional Space Graphically , 1973 .
[29] J. Tenenbaum,et al. A global geometric framework for nonlinear dimensionality reduction. , 2000, Science.
[30] Andreas Krause,et al. Near-Optimally Teaching the Crowd to Classify , 2014, ICML.
[31] Dana Angluin,et al. Queries and concept learning , 1988, Machine Learning.
[32] Aniket Kittur,et al. Crowdsourcing user studies with Mechanical Turk , 2008, CHI.
[33] M. Mascolo. Change processes in development: The concept of coactive scaffolding , 2005 .
[34] J. Elman. Learning and development in neural networks: the importance of starting small , 1993, Cognition.
[35] Paul A. Viola,et al. Corrective feedback and persistent learning for information extraction , 2006, Artif. Intell..
[36] Jerry Alan Fails,et al. A design tool for camera-based interaction , 2003, CHI '03.
[37] Todd Kulesza,et al. Tell me more?: the effects of mental model soundness on personalizing an intelligent agent , 2012, CHI.
[38] Tom M. Mitchell,et al. Text clustering with extended user feedback , 2006, SIGIR.
[39] Desney S. Tan,et al. Effective End-User Interaction with Machine Learning , 2011, AAAI.
[40] Matthew E. Taylor. Assisting Transfer-Enabled Machine Learning Algorithms: Leveraging Human Knowledge for Curriculum Design , 2009, AAAI Spring Symposium: Agents that Learn from Human Teachers.
[41] Peter Stone,et al. Training a Tetris agent via interactive shaping: a demonstration of the TAMER framework , 2010, AAMAS.
[42] Manuel Lopes,et al. Algorithmic and Human Teaching of Sequential Decision Tasks , 2012, AAAI.
[43] Garrison W. Cottrell,et al. A stochastic optimal control perspective on affect- sensitive teaching , 2012 .
[44] James L. McClelland,et al. Success and failure in teaching the [r]-[l] contrast to Japanese adults: Tests of a Hebbian model of plasticity and stabilization in spoken language perception , 2002, Cognitive, affective & behavioral neuroscience.
[45] Patrick Shafto,et al. Reasoning in teaching and misleading situations , 2011, CogSci.
[46] Yong Jae Lee,et al. Learning the easy things first: Self-paced visual category discovery , 2011, CVPR 2011.