【[論文]《Gradient-based Hyperparameter Optimization through Reversible Learning》】(2015) D Maclaurin, D Duvenaud, RP AdamsO網頁鏈接來自Harvard,提出超參優(yōu)化的梯度計算新思路,“...opens up a garden of delights”,很有意思的論文,推薦,相關實驗&圖表:O網頁鏈接 ICML2015上發(fā)表的《Gradient-based Hyperparameter Optimization through Reversible Learning》O網頁鏈接???Download PDF? ?Supplementary (PDF)
ICML2015上發(fā)表的《Gradient-based Hyperparameter Optimization through Reversible Learning》網頁鏈接《Gradient-based Hyperparameter Optimization through Reversible Learning》(2015) D Maclaurin, D Duvenaud, RP Adams網頁鏈接來自Harvard,提出超參優(yōu)化的梯度計算新思路,“...opens up a garden of delights”,很有意思的論文,推薦,相關實驗&圖表:網頁鏈接
【論文:Online Boosting的優(yōu)化和自適應算法】《Optimal and Adaptive Algorithms for Online Boosting》A Beygelzimer, S Kale, H Luo (ICML2015)O網頁鏈接
[論文]《Scalable Bayesian Optimization Using Deep Neural Networks》(2015) J Snoek, O Rippel, K Swersky網頁鏈接用DNN做參數優(yōu)化,可實現大規(guī)模并行優(yōu)化,酷!ICML2015上發(fā)表的版本:網頁鏈接