Alex Tank

According to our database, Alex Tank authored at least 5 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Neural Granger Causality.

Alex Tank, Ian Covert, Nicholas J. Foti, Ali Shojaie, Emily B. Fox

IEEE Trans. Pattern Anal. Mach. Intell., 2022

2021

The Convex Mixture Distribution: Granger Causality for Categorical Time Series.

Alex Tank, Xiudi Li, Emily B. Fox, Ali Shojaie

SIAM J. Math. Data Sci., 2021

2017

A Unified Framework for Long Range and Cold Start Forecasting of Seasonal Profiles in Time Series.

Christopher Xie, Alex Tank, Alec Greaves-Tunnell, Emily B. Fox

CoRR, 2017

2015

Bayesian Structure Learning for Stationary Time Series.

Alex Tank, Nicholas J. Foti, Emily B. Fox

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Streaming Variational Inference for Bayesian Nonparametric Mixture Models.

Alex Tank, Nicholas J. Foti, Emily B. Fox

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015