Inference of High-dimensional Autoregressive Generalized Linear Models

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Inference of High-dimensional Autoregressive Generalized Linear Models

9 May 2016

Garvesh Raskutti

Rebecca Willett

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Papers citing "Inference of High-dimensional Autoregressive Generalized Linear Models"

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Title
Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model Yue Gao Garvesh Raskutti 149 2 0 28 Jun 2021
Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems Prateek Jain S. Kowshik Dheeraj M. Nagaraj Praneeth Netrapalli OffRL 95 23 0 24 May 2021
Granger Causality: A Review and Recent Advances Ali Shojaie E. Fox CML AI4TS 107 284 0 05 May 2021
Majorizing Measures, Sequential Complexities, and Online Learning Adam Block Y. Dagan Alexander Rakhlin 63 13 0 02 Feb 2021
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 121 71 0 26 Feb 2020
High-Dimensional Dynamic Systems Identification with Additional Constraints Junlin Li 116 0 0 20 Dec 2019
Learning Markov models via low-rank optimization Ziwei Zhu Xudong Li Mengdi Wang Anru R. Zhang 92 17 0 28 Jun 2019
High-dimensional Log-Error-in-Variable Regression with Applications to Microbial Compositional Data Analysis Pixu Shi Yuchen Zhou Anru R. Zhang 82 19 0 28 Nov 2018
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes Dimitrios Katselis Carolyn L. Beck R. Srikant 71 15 0 19 Dec 2016