Jacob R. Gardner

GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration

Jacob R. Gardner, Geoff Pleiss, David Bindel et al. · arXiv (Cornell University) · 2018 · 536 citations · Full text

Engineering, Machine Learning, Gpu Computing +16

Bayesian Optimization with Inequality Constraints

Jacob R. Gardner, Matt J. Kusner, Zhixiang et al. · PolyPublie (École Polytechnique de Montréal) · 2014 · 315 citations

GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration

Jacob R. Gardner, Geoff Pleiss, Kilian Q. Weinberger et al. · Neural Information Processing Systems · 2018 · 203 citations

Engineering, Machine Learning, Computer Architecture +17

Simple Black-box Adversarial Attacks

Chuan Guo, Jacob R. Gardner, Yurong You et al. · arXiv (Cornell University) · 2019 · 160 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Scalable Global Optimization via Local Bayesian Optimization

David Eriksson, Michael Pearce, Jacob R. Gardner et al. · arXiv (Cornell University) · 2019 · 144 citations · Full text

Artificial Intelligence, Local Bayesian Optimization, Model Optimization +13