Brian Lucena

According to our database, Brian Lucena authored at least 11 papers between 2003 and 2022.

Collaborative distances:

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

2022

Nonparametric Probabilistic Regression with Coarse Learners.

Brian Lucena

CoRR, 2022

Loss Functions for Classification using Structured Entropy.

Brian Lucena

CoRR, 2022

2020

StructureBoost: Efficient Gradient Boosting for Structured Categorical Variables.

Brian Lucena

CoRR, 2020

Exploiting Categorical Structure Using Tree-Based Methods.

Brian Lucena

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2018

Spline-Based Probability Calibration.

Brian Lucena

CoRR, 2018

2015

Electronic medical record-based multicondition models to predict the risk of 30 day readmission or death among adult medicine patients: validation and comparison to existing models.

Ruben Amarasingham, Ferdinand T. Velasco, Bin Xie, Christopher A. Clark, Ying Ma, Song Zhang, Deepa Bhat, Brian Lucena, Marco D. Huesch, Ethan A. Halm

BMC Medical Informatics Decis. Mak., 2015

2013

An Automated Model to Identify Adult Medicine Patients at Risk for 30-Day Readmission Using Electronic Medical Record Data.

Ruben Amarasingham, Ferdinand T. Velasco, Christopher A. Clark, Song Zhang, Brian Lucena, Bin Xie, Ying Ma, Ethan A. Halm

Proceedings of the AMIA 2013, 2013

2007

Achievable sets, brambles, and sparse treewidth obstructions.

Brian Lucena

Discret. Appl. Math., 2007

2005

Filtering: the case for "noisier" data.

Brian Lucena, Ioannis Kontoyiannis

Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

Mutual information, synergy and some curious phenomena for simple channels.

Ioannis Kontoyiannis, Brian Lucena

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

2003

A New Lower Bound for Tree-Width Using Maximum Cardinality Search.

Brian Lucena

SIAM J. Discret. Math., 2003