Tianqi Chen

Empirical Evaluation of Rectified Activations in Convolutional Network

Bing Xu, Naiyan Wang, Tianqi Chen et al. · arXiv (Cornell University) · 2015 · 2.3K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

TVM: an automated end-to-end optimizing compiler for deep learning

Tianqi Chen, Thierry Moreau, Ziheng Jiang et al. · Operating Systems Design and Implementation · 2018 · 909 citations

Engineering, Machine Learning, Compiler Technology +16

Training Deep Nets with Sublinear Memory Cost

Tianqi Chen, Bing Xu, Chiyuan Zhang et al. · arXiv (Cornell University) · 2016 · 535 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +11

Stochastic Gradient Hamiltonian Monte Carlo

Tianqi Chen, Emily B. Fox, Carlos Guestrin · arXiv (Cornell University) · 2014 · 352 citations · Full text

Hamiltonian Monte Carlo, Distant Proposals, Engineering +13

Direction-of-Arrival Estimation Using a Sparse Representation of Array Covariance Vectors

Jihao Yin, Tianqi Chen · IEEE Transactions on Signal Processing · 2011 · 304 citations

Radar, Array Processing, Sparse Representation +13