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stat.ML2015★ 1 cited
Stochastic Annealing for Variational Inference
San Gultekin, Aonan Zhang, John Paisley
We empirically evaluate a stochastic annealing strategy for Bayesian posterior optimization with variational inference. Variational inference is a deterministic approach to approxi…
stat.ML2015
A Collaborative Kalman Filter for Time-Evolving Dyadic Processes
San Gultekin, John Paisley
We present the collaborative Kalman filter (CKF), a dynamic model for collaborative filtering and related factorization models. Using the matrix factorization approach to collabora…