Economy Statistical Recurrent Units For Inferring Nonlinear Granger
Causality

Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality

22 November 2019

Vincent Y. F. Tan

Papers citing "Economy Statistical Recurrent Units For Inferring Nonlinear Granger Causality"

15 / 15 papers shown

Title
CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models Benjamin Herdeanu Juan Nathaniel Carla Roesch Jatan Buch Gregor Ramien Johannes Haux Pierre Gentine CML AI4CE 82 0 0 22 May 2025
Adapt3R: Adaptive 3D Scene Representation for Domain Transfer in Imitation Learning Albert Wilcox Mohamed Ghanem Masoud Moghani Pierre Barroso Benjamin Joffe Animesh Garg 115 0 0 06 Mar 2025
Causal Temporal Regime Structure Learning Abdellah Rahmani Pascal Frossard CML 219 2 0 20 Feb 2025
GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality Zehao Liu Mengzhou Gao Pengfei Jiao CML AI4TS 70 2 0 23 Jan 2025
LOCAL: Learning with Orientation Matrix to Infer Causal Structure from Time Series Data Yue Cheng Jiajun Zhang Weiwei Xing Xiaoyu Guo Yue Cheng Witold Pedrycz CML 84 0 0 25 Oct 2024
A Convergence Theory for Deep Learning via Over-Parameterization Zeyuan Allen-Zhu Yuanzhi Li Zhao Song AI4CE ODL 242 1,462 0 09 Nov 2018
Neural Granger Causality Alex Tank Ian Covert N. Foti Ali Shojaie E. Fox CML 135 100 0 16 Feb 2018
An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery Alex Tank Ian Cover N. Foti Ali Shojaie E. Fox CML 56 24 0 22 Nov 2017
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations T. Schneider Shiwei Lan Andrew M. Stuart J. Teixeira AI4Cl 67 319 0 31 Aug 2017
The Statistical Recurrent Unit Junier B. Oliva Barnabás Póczós J. Schneider 53 50 0 01 Mar 2017
Nonlinear Structural Vector Autoregressive Models for Inferring Effective Brain Network Connectivity Yanning Shen Brian Baingana G. Giannakis 40 30 0 20 Oct 2016
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 577 12,702 0 11 Dec 2014
Scalable Matrix-valued Kernel Learning for High-dimensional Nonlinear Multivariate Regression and Granger Causality Vikas Sindhwani H. Q. Minh A. Lozano 104 59 0 09 Aug 2014
Dimensionality reduction with subgaussian matrices: a unified theory S. Dirksen 79 82 0 17 Feb 2014
Causal Network Inference via Group Sparse Regularization Andrew K. Bolstad B. V. Veen Robert D. Nowak CML 74 143 0 03 Jun 2011