Upper Confidence Weighted Learning for Efficient Exploration in Multiclass Prediction with Binary Feedback
暂无分享,去创建一个
Jürgen Schmidhuber | Matthew D. Luciw | Ngo Anh Vien | Hung Quoc Ngo | J. Schmidhuber | M. Luciw | H. Ngo
[1] Koby Crammer,et al. Exact Convex Confidence-Weighted Learning , 2008, NIPS.
[2] V. Vovk. Competitive On‐line Statistics , 2001 .
[3] Jürgen Schmidhuber,et al. Formal Theory of Creativity, Fun, and Intrinsic Motivation (1990–2010) , 2010, IEEE Transactions on Autonomous Mental Development.
[4] Csaba Szepesvári,et al. Algorithms for Reinforcement Learning , 2010, Synthesis Lectures on Artificial Intelligence and Machine Learning.
[5] Koby Crammer,et al. Multi-Class Confidence Weighted Algorithms , 2009, EMNLP.
[6] Ambuj Tewari,et al. Efficient bandit algorithms for online multiclass prediction , 2008, ICML '08.
[7] Koby Crammer,et al. Multiclass classification with bandit feedback using adaptive regularization , 2012, Machine Learning.
[8] Luca Maria Gambardella,et al. Cooperative sensing and recognition by a swarm of mobile robots , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.
[9] Steven C. H. Hoi,et al. Exact Soft Confidence-Weighted Learning , 2012, ICML.
[10] Peter Auer,et al. Using Confidence Bounds for Exploitation-Exploration Trade-offs , 2003, J. Mach. Learn. Res..
[11] Koby Crammer,et al. New Adaptive Algorithms for Online Classification , 2010, NIPS.
[12] Koby Crammer,et al. Online Passive-Aggressive Algorithms , 2003, J. Mach. Learn. Res..
[13] Gábor Lugosi,et al. Prediction, learning, and games , 2006 .
[14] Manfred K. Warmuth,et al. Relative Loss Bounds for On-Line Density Estimation with the Exponential Family of Distributions , 1999, Machine Learning.
[15] Jürgen Schmidhuber,et al. Formal Theory of Fun and Creativity , 2010, ECML/PKDD.
[16] Koby Crammer,et al. Adaptive regularization of weight vectors , 2009, Machine Learning.
[17] F. R. Rosendaal,et al. Prediction , 2015, Journal of thrombosis and haemostasis : JTH.
[18] Claudio Gentile,et al. A Second-Order Perceptron Algorithm , 2002, SIAM J. Comput..