Martin T. Wells

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 13

Top Topics

Multivariate Normal

Top Venues

J. Multivar. Anal.

Publications

Haim Bar, Martin T. Wells
On graphical models and convex geometry. Comput. Stat. Data Anal. 187 (2023)
Haoxuan Wu, David S. Matteson, Martin T. Wells
Interpretable Latent Variables in Deep State Space Models. CoRR (2022)
Liao Zhu, Haoxuan Wu, Martin T. Wells
A News-based Machine Learning Model for Adaptive Asset Pricing. CoRR (2021)
Liao Zhu, Ningning Sun, Martin T. Wells
Clustering Structure of Microstructure Measures. CoRR (2021)
Skyler Seto, Martin T. Wells, Wenyu Zhang
HALO: Learning to Prune Neural Networks with Shrinkage. SDM (2021)
Sarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells
Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable. FODS (2020)
Skyler Seto, Martin T. Wells, Wenyu Zhang
Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training. CoRR (2020)
Daqian Sun, Martin T. Wells
Robust Matrix Completion with Mixed Data Types. CoRR (2020)
Benjamin R. Baer, Daniel E. Gilbert, Martin T. Wells
Fairness criteria through the lens of directed acyclic graphical models. CoRR (2019)
Didier Chételat, Rajendran Narayanan, Martin T. Wells
On the domain of attraction of a Tracy-Widom law with applications to testing multiple largest roots. J. Multivar. Anal. 165 (2018)
Hui Fen Tan, Giles Hooker, Martin T. Wells
Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable. CoRR (2016)
Didier Chételat, Martin T. Wells
Improved second order estimation in the singular multivariate normal model. J. Multivar. Anal. 147 (2016)
Dominique Fourdrinier, Fatiha Mezoued, Martin T. Wells
Estimation of the inverse scatter matrix of an elliptically symmetric distribution. J. Multivar. Anal. 143 (2016)
William Anderson, Martin T. Wells
The Exact Distribution of the Condition Number of a Gaussian Matrix. SIAM J. Matrix Anal. Appl. 31 (3) (2009)
Min Zhang, Dabao Zhang, Martin T. Wells
regression models with incomplete data: Mapping QTL with epistases. BMC Bioinform. 9 (2008)
Dabao Zhang, Martin T. Wells, Christine D. Smart, William E. Fry
Bayesian Normalization and Identification for Differential Gene Expression Data. J. Comput. Biol. 12 (4) (2005)
Yu Lo Cyrus Chang, Leslie C. Lander, Horng-Shing Lu, Martin T. Wells
Bayesian Analysis for Fault Location in Homogeneous Distributed Systems. SRDS (1993)