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1711.05323
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On Optimal Generalizability in Parametric Learning
14 November 2017
Ahmad Beirami
Meisam Razaviyayn
Shahin Shahrampour
Vahid Tarokh
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Papers citing
"On Optimal Generalizability in Parametric Learning"
5 / 5 papers shown
Title
Understanding Black-box Predictions via Influence Functions
Pang Wei Koh
Percy Liang
TDI
139
2,854
0
14 Mar 2017
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection
Charles-Alban Deledalle
Samuel Vaiter
M. Fadili
Gabriel Peyré
51
118
0
06 May 2014
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek
Hugo Larochelle
Ryan P. Adams
292
7,883
0
13 Jun 2012
A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning
E. Brochu
Vlad M. Cora
Nando de Freitas
GP
116
2,437
0
12 Dec 2010
A survey of cross-validation procedures for model selection
Sylvain Arlot
Alain Celisse
145
3,583
0
27 Jul 2009
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