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20142023
most citedImproving Object Detection with Deep Convolutional Networks via Bayesian Optimization and Structured Prediction

227 citations · 441 across the 20 of their papers we have counts for

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Showing cs.LGShow all

3 papers · 1 filter

cs.LG2019★ 2 cited

Policy Optimization with Stochastic Mirror Descent

Long Yang, Yu Zhang, Gang Zheng +5

Improving sample efficiency has been a longstanding goal in reinforcement learning. This paper proposes algorithm: a sample efficient policy gradient method with s…

cs.LG2017

Spectral-graph Based Classifications: Linear Regression for Classification and Normalized Radial Basis Function Network

Zhenfang Hu, Gang Pan, Zhaohui Wu

Spectral graph theory has been widely applied in unsupervised and semi-supervised learning. In this paper, we find for the first time, to our knowledge, that it also plays a concre…

cs.LG2014★ 2 cited

Sparse Principal Component Analysis via Rotation and Truncation

Zhenfang Hu, Gang Pan, Yueming Wang +1

Sparse principal component analysis (sparse PCA) aims at finding a sparse basis to improve the interpretability over the dense basis of PCA, meanwhile the sparse basis should cover…