2 citations · 3 across the 4 of their papers we have counts for
5 papers
Model-free Sign Estimation for High-Throughput Screenings
Jackson Loper, Jeffrey Regier
In high-throughput screenings, it is common to estimate the effects of many treatments using a small number of independent trials of each. Because little is known about the distrib…
Linear-time inference for Gaussian Processes on one dimension
Jackson Loper, David Blei, John P. Cunningham +1
Gaussian Processes (GPs) provide powerful probabilistic frameworks for interpolation, forecasting, and smoothing, but have been hampered by computational scaling issues. Here we in…
Smoothed Nested Testing on Directed Acyclic Graphs
Jackson H. Loper, Lihua Lei, William Fithian +1
We consider the problem of multiple hypothesis testing when there is a logical nested structure to the hypotheses. When one hypothesis is nested inside another, the outer hypothesi…
Capacities and the Free Passage of Entropic Barriers
Jackson Loper, Guangyao Zhou, Stuart Geman
We propose an approach for estimating the probability that a given small target, among many, will be the first to be reached in a molecular dynamics simulation. Reaching small targ…
Uniform Ergodicity for Brownian Motion in a Bounded Convex Set
Jackson Loper
We consider an n-dimensional Brownian Motion trapped inside a bounded convex set by normally-reflecting boundaries. It is well-known that this process is uniformly ergodic. However…