David A. Stephens

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 11

Top Topics

Chronic Obstructive Pulmonary Disease

Bayesian Inference

Sequential Data

Top Venues

Publications

David Fleischer, David A. Stephens, Archer Yang
Accelerating Generalized Random Forests with Fixed-Point Trees. CoRR (2023)
Ayoub El Hanchi, David A. Stephens, Chris J. Maddison
Stochastic Reweighted Gradient Descent. ICML (2022)
Ayoub El Hanchi, David A. Stephens
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes. CoRR (2021)
Yu Luo, David A. Stephens
Bayesian inference for continuous-time hidden Markov models with an unknown number of states. Stat. Comput. 31 (5) (2021)
Ayoub El Hanchi, David A. Stephens
Stochastic Reweighted Gradient Descent. CoRR (2021)
Ayoub El Hanchi, David A. Stephens
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes. NeurIPS (2020)
Annaliza McGillivray, Abbas Khalili, David A. Stephens
Estimating sparse networks with hubs. J. Multivar. Anal. 179 (2020)
Guido Antonio Powell, Aman Verma, Yu T. Luo, David A. Stephens, David L. Buckeridge
Modeling Chronic Obstructive Pulmonary Disease Progression Using Continuous-Time Hidden Markov Models. MedInfo (2019)
Aman Verma, Guido Powell, Yu Luo, David A. Stephens, David L. Buckeridge
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models. CoRR (2018)
Luc Villandré, Aurélie Labbe, Bluma Brenner, Michel Roger, David A. Stephens
DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference. BMC Bioinform. 19 (1) (2018)
Guido Powell, Yu T. Luo, Aman Verma, David A. Stephens, David L. Buckeridge
Multidimensional and Longitudinal Indicators in Population Health. AAAI Workshops (2017)
Irene Vrbik, David A. Stephens, Michel Roger, Bluma Brenner
The Gap Procedure: for the identification of phylogenetic clusters in HIV-1 sequence data. BMC Bioinform. 16 (2015)
Ajay Jasra, Arnaud Doucet, David A. Stephens, Christopher C. Holmes
Interacting sequential Monte Carlo samplers for trans-dimensional simulation. Comput. Stat. Data Anal. 52 (4) (2008)
Carol Shiels, Niall M. Adams, Suhail A. Islam, David A. Stephens, Paul S. Freemont
Quantitative Analysis of Cell Nucleus Organisation. PLoS Comput. Biol. 3 (7) (2007)
Ajay Jasra, David A. Stephens, Christopher C. Holmes
On population-based simulation for static inference. Stat. Comput. 17 (3) (2007)
Kirk J. McManus, David A. Stephens, Niall M. Adams, Suhail A. Islam, Paul S. Freemont, Michael J. Hendzel
The Transcriptional Regulator CBP Has Defined Spatial Associations within Interphase Nuclei. PLoS Comput. Biol. 2 (10) (2006)