Benjamin Mark

According to our database, Benjamin Mark authored at least 8 papers between 2015 and 2021.

Collaborative distances:

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

2021

Context-dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions.

Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark

J. Mach. Learn. Res., 2021

2020

Graph-Based Regularization for Regression Problems with Alignment and Highly Correlated Designs.

Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett, Hyebin Song, David Neiman

SIAM J. Math. Data Sci., 2020

Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions.

Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark

CoRR, 2020

2019

Network Estimation From Point Process Data.

Benjamin Mark, Garvesh Raskutti, Rebecca Willett

IEEE Trans. Inf. Theory, 2019

Estimating Network Structure from Incomplete Event Data.

Benjamin Mark, Garvesh Raskutti, Rebecca Willett

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Graph-Based Regularization for Regression Problems with Highly-Correlated Designs.

Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Network estimation via poisson autoregressive models.

Benjamin Mark, Garvesh Raskutti, Rebecca Willett

Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2015

Procedural Generation of 3D Caves for Games on the GPU.

Benjamin Mark, Tudor Berechet, Tobias Mahlmann, Julian Togelius

Proceedings of the 10th International Conference on the Foundations of Digital Games, 2015