Martin T. Wells

According to our database, Martin T. Wells authored at least 20 papers between 1993 and 2024.

Collaborative distances:

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

2024

How Aligned are Generative Models to Humans in High-Stakes Decision-Making?

Sarah Tan, Keri Mallari, Julius Adebayo, Albert Gordo, Martin T. Wells, Kori Inkpen

CoRR, 2024

Robust estimation of the intrinsic dimension of data sets with quantum cognition machine learning.

Luca Candelori, Alexander G. Abanov, Jeffrey Berger, Cameron J. Hogan, Vahagn Kirakosyan, Kharen Musaelian, Ryan Samson, James E. T. Smith, Dario Villani, Martin T. Wells, Mengjia Xu

CoRR, 2024

Bellwether Trades: Characteristics of Trades influential in Predicting Future Price Movements in Markets.

Tejas Ramdas, Martin T. Wells

CoRR, 2024

2023

On graphical models and convex geometry.

Haim Bar, Martin T. Wells

Comput. Stat. Data Anal., November, 2023

2022

Interpretable Latent Variables in Deep State Space Models.

Haoxuan Wu, David S. Matteson, Martin T. Wells

CoRR, 2022

2021

Clustering Structure of Microstructure Measures.

Liao Zhu, Ningning Sun, Martin T. Wells

CoRR, 2021

A News-based Machine Learning Model for Adaptive Asset Pricing.

Liao Zhu, Haoxuan Wu, Martin T. Wells

CoRR, 2021

HALO: Learning to Prune Neural Networks with Shrinkage.

Skyler Seto, Martin T. Wells, Wenyu Zhang

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training.

Skyler Seto, Martin T. Wells, Wenyu Zhang

CoRR, 2020

Robust Matrix Completion with Mixed Data Types.

Daqian Sun, Martin T. Wells

CoRR, 2020

Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable.

Sarah Tan, Matvey Soloviev, Giles Hooker, Martin T. Wells

Proceedings of the FODS '20: ACM-IMS Foundations of Data Science Conference, 2020

2019

Fairness criteria through the lens of directed acyclic graphical models.

Benjamin R. Baer, Daniel E. Gilbert, Martin T. Wells

CoRR, 2019

2018

On the domain of attraction of a Tracy-Widom law with applications to testing multiple largest roots.

Didier Chételat, Rajendran Narayanan, Martin T. Wells

J. Multivar. Anal., 2018

2016

Estimation of the inverse scatter matrix of an elliptically symmetric distribution.

Dominique Fourdrinier, Fatiha Mezoued, Martin T. Wells

J. Multivar. Anal., 2016

Improved second order estimation in the singular multivariate normal model.

Didier Chételat, Martin T. Wells

J. Multivar. Anal., 2016

Tree Space Prototypes: Another Look at Making Tree Ensembles Interpretable.

Hui Fen Tan, Giles Hooker, Martin T. Wells

CoRR, 2016

2009

The Exact Distribution of the Condition Number of a Gaussian Matrix.

William Anderson, Martin T. Wells

SIAM J. Matrix Anal. Appl., 2009

2008

Variable selection for large <i>p </i>small <i>n </i>regression models with incomplete data: Mapping QTL with epistases.

Min Zhang, Dabao Zhang, Martin T. Wells

BMC Bioinform., 2008

2005

Bayesian Normalization and Identification for Differential Gene Expression Data.

Dabao Zhang, Martin T. Wells, Christine D. Smart, William E. Fry

J. Comput. Biol., 2005

1993

Bayesian Analysis for Fault Location in Homogeneous Distributed Systems.

Yu Lo Cyrus Chang, Leslie C. Lander, Horng-Shing Lu, Martin T. Wells

Proceedings of the 12th Symposium on Reliable Distributed Systems, 1993