2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.DC2012
Distributed Optimization via Adaptive Regularization for Large Problems with Separable Constraints
Elad Gilboa, Phani Chavali, Peng Yang +1
Many practical applications require solving an optimization over large and high-dimensional data sets, which makes these problems hard to solve and prohibitively time consuming. In…
stat.ML2012★ 2 cited
Scaling Multidimensional Inference for Structured Gaussian Processes
Elad Gilboa, Yunus Saatçi, John P. Cunningham
Exact Gaussian Process (GP) regression has O(N^3) runtime for data size N, making it intractable for large N. Many algorithms for improving GP scaling approximate the covariance wi…