Dhruv Parthasarathy

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—We propose a new algorithm for estimation, prediction , and recommendation named the collaborative Kalman filter. Suited for use in collaborative filtering settings encountered in recommendation systems with significant temporal dynamics in user preferences, the approach extends probabilistic matrix factoriza-tion in time through a state-space model. This(More)
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