Jackson Loper

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Gaussian Process

Top Venues

PLoS Comput. Biol.

Publications

Declan McNamara, Jackson Loper, Jeffrey Regier
Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference. AISTATS (2024)
Declan McNamara, Jackson Loper, Jeffrey Regier
Sequential Monte Carlo for Inclusive KL Minimization in Amortized Variational Inference. CoRR (2024)
Yash Patel, Declan McNamara, Jackson Loper, Jeffrey Regier, Ambuj Tewari
Variational Inference with Coverage Guarantees. CoRR (2023)
Shuonan Chen, Jackson Loper, Pengcheng Zhou, Liam Paninski
Blind demixing methods for recovering dense neuronal morphology from barcode imaging data. PLoS Comput. Biol. 18 (4) (2022)
Jackson Loper, David M. Blei, John P. Cunningham, Liam Paninski
A general linear-time inference method for Gaussian Processes on one dimension. J. Mach. Learn. Res. 22 (2021)
Shuonan Chen, Jackson Loper, Xiaoyin Chen, Alex Vaughan, Anthony M. Zador, Liam Paninski
BARcode DEmixing through Non-negative Spatial Regression (BarDensr). PLoS Comput. Biol. 17 (3) (2021)
Jackson Loper, David M. Blei, John P. Cunningham, Liam Paninski
General linear-time inference for Gaussian Processes on one dimension. CoRR (2020)
Guangyao Zhou, Jackson Loper, Stuart Geman
Base-pair ambiguity and the kinetics of RNA folding. BMC Bioinform. 20 (1) (2019)