438 citations · 441 across the 2 of their papers we have counts for
3 papers
cs.DB2017★ 3 cited
ArrayBridge: Interweaving declarative array processing with high-performance computing
Haoyuan Xing, Sofoklis Floratos, Spyros Blanas +4
Scientists are increasingly turning to datacenter-scale computers to produce and analyze massive arrays. Despite decades of database research that extols the virtues of declarative…
cs.CV2016
Application of Deep Convolutional Neural Networks for Detecting Extreme Weather in Climate Datasets
Yunjie Liu, Evan Racah, Prabhat +6
Detecting extreme events in large datasets is a major challenge in climate science research. Current algorithms for extreme event detection are build upon human expertise in defini…
stat.ML2015★ 438 cited
Scalable Bayesian Optimization Using Deep Neural Networks
Jasper Snoek, Oren Rippel, Kevin Swersky +6
Bayesian optimization is an effective methodology for the global optimization of functions with expensive evaluations. It relies on querying a distribution over functions defined b…