Benjamin Mark

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 10

Top Topics

Hyperparameters

High Dimensions

Top Venues

IEEE Trans. Inf. Theory

Publications

Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark
Context-dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions. J. Mach. Learn. Res. 22 (2021)
Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett, Hyebin Song, David Neiman
Graph-Based Regularization for Regression Problems with Alignment and Highly Correlated Designs. SIAM J. Math. Data Sci. 2 (2) (2020)
Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark
Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions. CoRR (2020)
Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Estimating Network Structure from Incomplete Event Data. AISTATS (2019)
Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Network Estimation From Point Process Data. IEEE Trans. Inf. Theory 65 (5) (2019)
Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Network Estimation from Point Process Data. CoRR (2018)
Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Estimating Network Structure from Incomplete Event Data. CoRR (2018)
Yuan Li, Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Graph-Based Regularization for Regression Problems with Highly-Correlated Designs. GlobalSIP (2018)
Benjamin Mark, Garvesh Raskutti, Rebecca Willett
Network estimation via poisson autoregressive models. CAMSAP (2017)
Benjamin Mark, Tudor Berechet, Tobias Mahlmann, Julian Togelius
Procedural Generation of 3D Caves for Games on the GPU. FDG (2015)