Shankar Bhamidi | DeepAI

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Yufeng Liu
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∙ 09/01/2023

Consistency of Lloyd's Algorithm Under Perturbations

In the context of unsupervised learning, Lloyd's algorithm is one of the...

0 Dhruv Patel, et al. ∙

∙ 07/19/2023

Dynamic factor and VARMA models: equivalent representations, dimension reduction and nonlinear matrix equations

A dynamic factor model with factor series following a VAR(p) model is sh...

0 Shankar Bhamidi, et al. ∙

∙ 07/19/2023

Correlation networks, dynamic factor models and community detection

A dynamic factor model with a mixture distribution of the loadings is in...

0 Shankar Bhamidi, et al. ∙

∙ 11/04/2021

Community detection using low-dimensional network embedding algorithms

With the increasing relevance of large networks in important areas such ...

0 Aman Barot, et al. ∙

∙ 06/10/2019

Intertemporal Community Detection in Bikeshare Networks

We investigate the changes in the patterns of usage in the Divvy bikesha...

0 Mark He, et al. ∙

∙ 10/02/2018

Sampling-based Estimation of In-degree Distribution with Applications to Directed Complex Networks

The focus of this work is on estimation of the in-degree distribution in...

0 Nelson Antunes, et al. ∙

∙ 08/07/2018

Fluctuation bounds for continuous time branching processes and nonparametric change point detection in growing networks

Motivated by applications, both for modeling real world systems as well ...

0 Sayan Banerjee, et al. ∙

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