Researcher profile · Semantic Scholar

Alex Tank

h-index: 8
Works: 17
Citations: 726

Most-cited papers

Neural Granger Causality
Alex Tank, Ian Covert, Nicholas J. Foti, A. Shojaie +1 more
2021IEEE Transactions on Pattern Analysis and Machine Intelligence453 citations Open access
Semantic Scholar
Neural Granger Causality for Nonlinear Time Series
Alex Tank, Ian Covert, Nicholas J. Foti, A. Shojaie +1 more
2018108 citations
Semantic Scholar
Streaming Variational Inference for Bayesian Nonparametric Mixture Models
Alex Tank, Nicholas J. Foti, Emily B. Fox
2014International Conference on Artificial Intelligence and Statistics39 citations
Semantic Scholar
Identifiability and estimation of structural vector autoregressive models for subsampled and mixed-frequency time series.
Alex Tank, Emily B. Fox, A. Shojaie
2017Biometrika28 citations Open access
Semantic Scholar
An Interpretable and Sparse Neural Network Model for Nonlinear Granger Causality Discovery
Alex Tank, Ian Cover, Nicholas J. Foti, A. Shojaie +1 more
201726 citations
Semantic Scholar
Bayesian Structure Learning for Stationary Time Series
Alex Tank, Nicholas J. Foti, Emily B. Fox
2015Conference on Uncertainty in Artificial Intelligence26 citations
Semantic Scholar
Granger Causality Networks for Categorical Time Series
Alex Tank, Emily B. Fox, A. Shojaie
201720 citations
Semantic Scholar
The Convex Mixture Distribution: Granger Causality for Categorical Time Series
Alex Tank, Xiudi Li, Emily B. Fox, A. Shojaie
2021SIAM Journal on Mathematics of Data Science11 citations Open access
Semantic Scholar
A Unified Framework for Long Range and Cold Start Forecasting of Seasonal Profiles in Time Series
Christopher Xie, Alex Tank, Alexander Greaves-Tunnell, Emily B. Fox
2017arXiv.org6 citations
Semantic Scholar
Discovering Interactions in Multivariate Time Series
Alex Tank
20184 citations
Semantic Scholar
Penalized estimation of threshold auto-regressive models with many components and thresholds
Kun-Hui Zhang, Abolfazl Safikhani, Alex Tank, A. Shojaie
2022Electronic Journal of Statistics3 citations Open access
Semantic Scholar
An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series
Alex Tank, Emily B. Fox, A. Shojaie
20173 citations
Semantic Scholar
Identifiability of Non-Gaussian Structural VAR Models for Subsampled and Mixed Frequency Time Series
Alex Tank, A. Shojaie
20163 citations
Semantic Scholar
Bayesian Structure Learning for Stationary Time Series : Supplementary Material
Alex Tank, Nicholas J. Foti, Emily B. Fox
20150 citations
Semantic Scholar
Supplemental Information : Streaming Variational Inference for Bayesian Nonparametric Mixture Models
Alex Tank
20150 citations
Semantic Scholar
Humans maintain probabilistic belief states when tracking occluded objects.
Matjaž Jogan, Alan He, Alex Tank, A. Stocker
2015Journal of Vision0 citations Open access
Semantic Scholar
Computational Perception and Cognition Laboratory Manuscript
Alex Tank, Alan A. Stocker Affiliation, A. Stocker
0 citations
Semantic Scholar

A. Stocker

×2

Ian Cover×1

Xiudi Li×1

Christopher Xie×1

Alexander Greaves-Tunnell×1

Kun-Hui Zhang×1

Abolfazl Safikhani×1

Matjaž Jogan×1