conftrace_

generalization error

285 papers

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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

Learning Latent Space Models with Angular Constraints ICML 2017
Algorithmic Stability and Hypothesis Complexity ICML 2017
Distributed Semi-supervised Learning with Kernel Ridge Regression JMLR 2017
Learning Low-Dimensional Metrics NIPS 2017
Generalization Error of Invariant Classifiers AISTATS 2017
A Second-order Look at Stability and Generalization COLT 2017
Breaking the Curse of Dimensionality with Convex Neural Networks JMLR 2017
Accurate Robust and Efficient Error Estimation for Decision Trees ICML 2016
Train faster, generalize better: Stability of stochastic gradient descent ICML 2016
Learnability of Non-I.I.D. ACML 2016
Semi-Supervised Learning with Adaptive Spectral Transform AISTATS 2016
Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015
Regularization Path of Cross-Validation Error Lower Bounds NIPS 2015
Discriminative Robust Transformation Learning NIPS 2015
A Market Framework for Eliciting Private Data NIPS 2015
An embarrassingly simple approach to zero-shot learning ICML 2015
PAC-Bayesian Theory for Transductive Learning AISTATS 2014
On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification NIPS 2014
Top Rank Optimization in Linear Time NIPS 2014
Random Projections as Regularizers: Learning a Linear Discriminant Ensemble from Fewer Observations than Dimensions ACML 2013
Matrix Completion From any Given Set of Observations NIPS 2013
Sharp Generalization Error Bounds for Randomly-projected Classifiers ICML 2013
On Flat versus Hierarchical Classification in Large-Scale Taxonomies NIPS 2013
Clustered Support Vector Machines AISTATS 2013
Plug-in Approach to Active Learning JMLR 2012