38 citations · 109 across the 14 of their papers we have counts for
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cs.LG2023★ 2 cited
Sequential Monte Carlo Learning for Time Series Structure Discovery
Feras A. Saad, Brian J. Patton, Matthew D. Hoffman +2
This paper presents a new approach to automatically discovering accurate models of complex time series data. Working within a Bayesian nonparametric prior over a symbolic space of…
cs.LG2021
Hierarchical Infinite Relational Model
Feras A. Saad, Vikash K. Mansinghka
This paper describes the hierarchical infinite relational model (HIRM), a new probabilistic generative model for noisy, sparse, and heterogeneous relational data. Given a set of re…