1 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2020★ 1 cited
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational Inference
Ali Lotfi Rezaabad, Rahi Kalantari, Sriram Vishwanath +2
Efficient modeling of relational data arising in physical, social, and information sciences is challenging due to complicated dependencies within the data. In this work, we build o…
stat.ME2020★ 1 cited
Graph Gamma Process Generalized Linear Dynamical Systems
Rahi Kalantari, Mingyuan Zhou
We introduce graph gamma process (GGP) linear dynamical systems to model real-valued multivariate time series. For temporal pattern discovery, the latent representation under the m…
stat.ML2018
Nonparametric Bayesian Sparse Graph Linear Dynamical Systems
Rahi Kalantari, Joydeep Ghosh, Mingyuan Zhou
A nonparametric Bayesian sparse graph linear dynamical system (SGLDS) is proposed to model sequentially observed multivariate data. SGLDS uses the Bernoulli-Poisson link together w…