conftrace_

generalization error

285 papers

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Also known as

GE

Co-occurring keywords

generalization bound (652) stochastic gradient descent (1091) neural network (6616) learning theory (519) double descent (52) sample complexity (1169) active learning (1301) gradient descent (1144) support vector machine (978) neural network optimization (1293)

Papers

Selective Labeling via Error Bound Minimization NIPS 2012
Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison NIPS 2012
Local Supervised Learning through Space Partitioning NIPS 2012
Active Boosted Learning (ActBoost) AISTATS 2011
How Do Humans Teach: On Curriculum Learning and Teaching Dimension NIPS 2011
ShareBoost: Efficient multiclass learning with feature sharing NIPS 2011
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin JMLR 2011
The Sample Complexity of Self-Verifying Bayesian Active Learning AISTATS 2011
Asymptotic Equivalence of Bayes Cross Validation and Widely Applicable Information Criterion in Singular Learning Theory JMLR 2010
Permutation Complexity Bound on Out-Sample Error NIPS 2010
Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation JMLR 2010
On the Theory of Learnining with Privileged Information NIPS 2010
Regularized Distance Metric Learning:Theory and Algorithm NIPS 2009
Analysis of Perceptron-Based Active Learning JMLR 2009
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes NIPS 2009
An Information Criterion for Variable Selection in Support Vector Machines JMLR 2008
Active Learning by Spherical Subdivision JMLR 2008
Probabilistic Characterization of Random Decision Trees JMLR 2008
Ranking Categorical Features Using Generalization Properties JMLR 2008
Generalization Error Bounds in Semi-supervised Classification Under the Cluster Assumption JMLR 2007
Topmoumoute Online Natural Gradient Algorithm NIPS 2007
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006
Tighter PAC-Bayes Bounds NIPS 2006
Stability of Randomized Learning Algorithms JMLR 2005
A Generalization Error for Q-Learning JMLR 2005