David A. Stephens

According to our database, David A. Stephens authored at least 16 papers between 2006 and 2023.

Collaborative distances:

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

2023

Accelerating Generalized Random Forests with Fixed-Point Trees.

David Fleischer, David A. Stephens, Archer Yang

CoRR, 2023

2022

Stochastic Reweighted Gradient Descent.

Ayoub El Hanchi, David A. Stephens, Chris J. Maddison

Proceedings of the International Conference on Machine Learning, 2022

2021

Bayesian inference for continuous-time hidden Markov models with an unknown number of states.

Yu Luo, David A. Stephens

Stat. Comput., 2021

Stochastic Reweighted Gradient Descent.

Ayoub El Hanchi, David A. Stephens

CoRR, 2021

2020

Estimating sparse networks with hubs.

Annaliza McGillivray, Abbas Khalili, David A. Stephens

J. Multivar. Anal., 2020

Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes.

Ayoub El Hanchi, David A. Stephens

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Modeling Chronic Obstructive Pulmonary Disease Progression Using Continuous-Time Hidden Markov Models.

Guido Antonio Powell, Aman Verma, Yu T. Luo, David A. Stephens, David L. Buckeridge

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2018

Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models.

Aman Verma, Guido Powell, Yu Luo, David A. Stephens, David L. Buckeridge

CoRR, 2018

DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference.

Luc Villandré, Aurélie Labbe, Bluma Brenner, Michel Roger, David A. Stephens

BMC Bioinform., 2018

2017

Multidimensional and Longitudinal Indicators in Population Health.

Guido Powell, Yu T. Luo, Aman Verma, David A. Stephens, David L. Buckeridge

Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

The Gap Procedure: for the identification of phylogenetic clusters in HIV-1 sequence data.

Irene Vrbik, David A. Stephens, Michel Roger, Bluma Brenner

BMC Bioinform., 2015

2009

Complexity in Systems Level Biology and Genetics: Statistical Perspectives.

David A. Stephens

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

2008

Interacting sequential Monte Carlo samplers for trans-dimensional simulation.

Ajay Jasra, Arnaud Doucet, David A. Stephens, Christopher C. Holmes

Comput. Stat. Data Anal., 2008

2007

On population-based simulation for static inference.

Ajay Jasra, David A. Stephens, Christopher C. Holmes

Stat. Comput., 2007

Quantitative Analysis of Cell Nucleus Organisation.

Carol Shiels, Niall M. Adams, Suhail A. Islam, David A. Stephens, Paul S. Freemont

PLoS Comput. Biol., 2007

2006

The Transcriptional Regulator CBP Has Defined Spatial Associations within Interphase Nuclei.

Kirk J. McManus, David A. Stephens, Niall M. Adams, Suhail A. Islam, Paul S. Freemont, Michael J. Hendzel

PLoS Comput. Biol., 2006