conftrace_

parameter tuning

36 papers

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Co-occurring keywords

algorithm configuration (18) hyperparameter optimization (406) ensemble learning (1274) model selection (456) reinforcement learning (4352) bayesian network (378) optimization algorithm (148) theoretical guarantee (41) perception system (22) performance estimation (18)

Papers

Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions ICML 2018
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models COLING 2018
Statistical Analysis and Parameter Selection for Mapper JMLR 2018
Introspective Evaluation of Perception Performance for Parameter Tuning without Ground Truth RSS 2017
Efficient Automatic Perception System Parameter Tuning On Site without Expert Supervision CORL 2017
Contextual Covariance Matrix Adaptation Evolutionary Strategies IJCAI 2017
Bayesian Networks: a Combined Tuning Heuristic PGM 2016
Fast Cross-Validation via Sequential Testing JMLR 2015
Regularization Path of Cross-Validation Error Lower Bounds NIPS 2015
A Stability-based Validation Procedure for Differentially Private Machine Learning NIPS 2013
Automatic online tuning for fast Gaussian summation NIPS 2008