TREET: TRansfer Entropy Estimation via Transformers

10 February 2024

Papers citing "TREET: TRansfer Entropy Estimation via Transformers"

15 / 15 papers shown

Title
Causal Feature Selection via Transfer Entropy Paolo Bonetti Alberto Maria Metelli Marcello Restelli CML 37 6 0 17 Oct 2023
Data-Driven Optimization of Directed Information over Discrete Alphabets Dor Tsur Ziv Aharoni Ziv Goldfeld Haim Permuter 35 9 0 02 Jan 2023
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting Tian Zhou Ziqing Ma Qingsong Wen Xue Wang Liang Sun Rong Jin AI4TS 218 1,393 0 30 Jan 2022
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting Haixu Wu Jiehui Xu Jianmin Wang Mingsheng Long AI4TS 101 2,224 0 24 Jun 2021
Deep Data Density Estimation through Donsker-Varadhan Representation Seonho Park P. Pardalos BDL 10 6 0 14 Apr 2021
Combating the Instability of Mutual Information-based Losses via Regularization Kwanghee Choi Siyeong Lee AAML 46 4 0 16 Nov 2020
Are Transformers universal approximators of sequence-to-sequence functions? Chulhee Yun Srinadh Bhojanapalli A. S. Rawat Sashank J. Reddi Sanjiv Kumar 101 352 0 20 Dec 2019
ITENE: Intrinsic Transfer Entropy Neural Estimator Jingjing Zhang Osvaldo Simeone Zoran Cvetkovic E. Abela M. Richardson 32 17 0 16 Dec 2019
Understanding the Limitations of Variational Mutual Information Estimators Jiaming Song Stefano Ermon SSL DRL 56 203 0 14 Oct 2019
Estimating Transfer Entropy via Copula Entropy Jian Ma OT 34 20 0 10 Oct 2019
CCMI : Classifier based Conditional Mutual Information Estimation Sudipto Mukherjee Himanshu Asnani Sreeram Kannan VLM 101 81 0 05 Jun 2019
Formal Limitations on the Measurement of Mutual Information David A. McAllester K. Stratos SSL 63 275 0 10 Nov 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 178 1,277 0 12 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 646 130,942 0 12 Jun 2017
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 287 5,518 0 23 Nov 2015