Annealed Theories of Learning (1995)

by H. S. Seung
Venue:In J.-H
Citations:9 - 1 self

Active Bibliography

53 Rigorous learning curve bounds from statistical mechanics – David Haussler, U. C. Santa, Cruz Santa Cruz, Naftali Tishby - 1994
Rigorous Learning Curve Bounds from Statistical Mechanics – P Rba, David Haussler, Michael Kearns, Naftali Tishby, H. Sebastian Seung, Thomas Hancock - 1996
18 How Well do Bayes Methods Work for On-Line Prediction of {±1} values? – D. Haussler, A. Barron - 1992
3 Knowledge acquisition in statistical learning theory – Shai Fine - 1999
5 Characterizing Rational versus Exponential Learning Curves – Dale Schuurmans - 1995
Self-development Learning: Constructing Optimal Size Neural Networks via Incremental Data Selection – unknown authors
2 Faithful Representations and Moments of Satisfaction: Probabilistic Methods in Learning and Logic – Lidror Troyansky, Prof Naftali Tishby - 1998
10 On the Stochastic Complexity of Learning Realizable and Unrealizable Rules – Ronny Meir, Neri Merhav - 1995
Learning curves from a modified VC-formalism: a – A. Kowalczyk, J. SzymaƄski, R. C. Williamson
100 Algorithmic Stability and Sanity-Check Bounds for Leave-One-Out Cross-Validation – Michael Kearns, Dana Ron - 1997
24 A Bound on the Error of Cross Validation Using the Approximation and Estimation Rates, with Consequences for the Training-Test Split – Michael Kearns - 1996
110 An experimental and theoretical comparison of model selection methods. Machine Learning 27 – Michael Kearns, Yishay Mansour Y, Andrew Y. Ng, Dana Ron Z - 1997
Theoretical Issu.es in Learning froln Exalnples – H. Sompolinsky, A. Bstrad
318 Query by Committee – H. S. Seung, M. Opper, H. Sompolinsky - 1992
2 On-line Learning of Dichotomies – N. Barkai, H. S. Seung, H. Sompolinsky - 1994
Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs – Matthew J. Urry, Peter Sollich
On the VC-dimension of neural networks with binary weights – S. Mertens, A. Engel - 1996
An Urn Model From Learning Theory – Dani Ele Gardy, Universit'e De Versailles Saint-quentin - 1997
3 Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach – Renato Vicente, Gerhard Widmer, Miroslav Kubat - 1998