4 citations · 11 across the 4 of their papers we have counts for
5 papers
Partial Conditioning for Inference of Many-Normal-Means with Hölder Constraints
Jiasen Yang, Xiao Wang, Chuanhai Liu
Inferential models have been proposed for valid and efficient prior-free probabilistic inference. As it gradually gained popularity, this theory is subject to further developments…
Optimization on the Surface of the (Hyper)-Sphere
Parameswaran Raman, Jiasen Yang
Thomson problem is a classical problem in physics to study how number of charged particles distribute themselves on the surface of a sphere of dimensions. When , i.e.…
Randomized Iterative Algorithms for Fisher Discriminant Analysis
Agniva Chowdhury, Jiasen Yang, Petros Drineas
Fisher discriminant analysis (FDA) is a widely used method for classification and dimensionality reduction. When the number of predictor variables greatly exceeds the number of obs…
Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls
Jiasen Yang, Bruno Ribeiro, Jennifer Neville
Research in statistical relational learning has produced a number of methods for learning relational models from large-scale network data. While these methods have been successfull…
Structural Conditions for Projection-Cost Preservation via Randomized Matrix Multiplication
Agniva Chowdhury, Jiasen Yang, Petros Drineas
Projection-cost preservation is a low-rank approximation guarantee which ensures that the cost of any rank- projection can be preserved using a smaller sketch of the original da…