Concepedia

Justin Domke

JD

Statistics

Publications

12

Citations

697

H-Index

11

Active since

2006

Affiliations

University of Massachusetts Amherst(Current)

Rochester Institute of Technology

University of Maryland, College Park

Data61

Justin Domke is an author at University of Massachusetts Amherst specializing in engineering, statistics, and statistical inference.

Top concepts

Publications per year

2006–2019

12

Publications

12

Generic Methods for Optimization-Based Modeling

Justin Domke · 2012 · 209 citations

Learning Graphical Model Parameters with Approximate Marginal Inference

Justin Domke · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 145 citations · Full text

Finito: A Faster, Permutable Incremental Gradient Method for Big Data Problems

Aaron Defazio, Tibério S. Caetano, Justin Domke · arXiv (Cornell University) · 2014 · 101 citations · Full text

Importance Weighting and Variational Inference

Justin Domke, Daniel Sheldon · arXiv (Cornell University) · 2018 · 51 citations · Full text

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Parameter learning with truncated message-passing

Justin Domke · 2011 · 36 citations

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