715 citations · 1.4k across the 35 of their papers we have counts for
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cs.LG2013★ 3 cited
Stochastic Bound Majorization
Anna Choromanska, Tony Jebara
Recently a majorization method for optimizing partition functions of log-linear models was proposed alongside a novel quadratic variational upper-bound. In the batch setting, it ou…
stat.ML2013
Semistochastic Quadratic Bound Methods
Aleksandr Y. Aravkin, Anna Choromanska, Tony Jebara +1
Partition functions arise in a variety of settings, including conditional random fields, logistic regression, and latent gaussian models. In this paper, we consider semistochastic…