暂无分享,去创建一个
[1] Bernhard Schölkopf,et al. Falsificationism and Statistical Learning Theory: Comparing the Popper and Vapnik-Chervonenkis Dimensions , 2009 .
[2] Gary James Jason,et al. The Logic of Scientific Discovery , 1988 .
[3] Gábor Lugosi,et al. Prediction, learning, and games , 2006 .
[4] Ray J. Solomonoff,et al. A Formal Theory of Inductive Inference. Part II , 1964, Inf. Control..
[5] David Balduzzi,et al. Information, learning and falsification , 2011, NIPS 2011.
[6] Vladimir N. Vapnik,et al. The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.
[7] Peter Godfrey-Smith,et al. Popper's Philosophy of Science: Looking Ahead , 2010 .
[8] Karthik Sridharan,et al. Statistical Learning and Sequential Prediction , 2014 .
[9] Sanjeev R. Kulkarni,et al. Reliable Reasoning: Induction and Statistical Learning Theory , 2007 .
[10] Peter L. Bartlett,et al. A Stochastic View of Optimal Regret through Minimax Duality , 2009, COLT.
[11] Cosma Rohilla Shalizi,et al. Philosophy and the practice of Bayesian statistics. , 2010, The British journal of mathematical and statistical psychology.
[12] Ming Li,et al. An Introduction to Kolmogorov Complexity and Its Applications , 1997, Texts in Computer Science.
[13] S. Boucheron,et al. A sharp concentration inequality with applications , 1999, Random Struct. Algorithms.
[14] A. Kolmogorov. Three approaches to the quantitative definition of information , 1968 .
[15] Gábor Lugosi,et al. Introduction to Statistical Learning Theory , 2004, Advanced Lectures on Machine Learning.
[16] Ambuj Tewari,et al. Online learning via sequential complexities , 2010, J. Mach. Learn. Res..
[17] David Balduzzi,et al. Falsification and Future Performance , 2011, Algorithmic Probability and Friends.
[18] Vladimir Koltchinskii,et al. Rademacher penalties and structural risk minimization , 2001, IEEE Trans. Inf. Theory.
[19] Marcus Hutter. Universal Learning Theory , 2010, Encyclopedia of Machine Learning.