conftrace_

algorithmic stability

82 papers

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Co-occurring keywords

generalization bound (652) stochastic gradient descent (1091) generalization error (285) non-convex optimization (547) learning theory (519) differential privacy (1016) uniform stability (23) neural network (6616) convex optimization (1321) statistical learning (351)

Papers

Stability and Hypothesis Transfer Learning ICML 2013
Learning Theory Analysis for Association Rules and Sequential Event Prediction JMLR 2013
Sequential Event Prediction with Association Rules COLT 2011
Stability Bounds for Stationary φ-mixing and β-mixing Processes JMLR 2010
Generalization Bounds for Ranking Algorithms via Algorithmic Stability JMLR 2009
Stability Bounds for Non-i.i.d. Processes NIPS 2007
Algorithmic Stability and Meta-Learning JMLR 2005