419 citations · 2.1k across the 46 of their papers we have counts for
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cs.LG2009★ 38 cited
Introduction to Machine Learning: Class Notes 67577
Amnon Shashua
Introduction to Machine learning covering Statistical Inference (Bayes, EM, ML/MaxEnt duality), algebraic and spectral methods (PCA, LDA, CCA, Clustering), and PAC learning (the Fo…
cs.AI2009★ 3 cited
Norm-Product Belief Propagation: Primal-Dual Message-Passing for Approximate Inference
Tamir Hazan, Amnon Shashua
In this paper we treat both forms of probabilistic inference, estimating marginal probabilities of the joint distribution and finding the most probable assignment, through a unifie…