432 citations · 1.2k across the 38 of their papers we have counts for
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stat.ML2013★ 16 cited
Detecting Parameter Symmetries in Probabilistic Models
Robert Nishihara, Thomas Minka, Daniel Tarlow
Probabilistic models often have parameters that can be translated, scaled, permuted, or otherwise transformed without changing the model. These symmetries can lead to strong correl…
cs.AI2013★ 7 cited
Tighter Linear Program Relaxations for High Order Graphical Models
Elad Mezuman, Daniel Tarlow, Amir Globerson +1
Graphical models with High Order Potentials (HOPs) have received considerable interest in recent years. While there are a variety of approaches to inference in these models, nearly…