David A. Stephens

20 papers A* 3Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Not Just How Much, But Where: Decomposing Epistemic Uncertainty into Per-Class Contributions.
CoRR
Mame Diarra Toure, David A. Stephens
2026 J jnl
Singular Bayesian Neural Networks.
CoRR
Mame Diarra Toure, David A. Stephens
2025 A* conf
Generalized Random Forests Using Fixed-Point Trees.
ICML
David Fleischer, David A. Stephens, Archer Y. Yang
2023 J jnl
Accelerating Generalized Random Forests with Fixed-Point Trees.
CoRR
David Fleischer, David A. Stephens, Archer Y. Yang
2022 A* conf
Stochastic Reweighted Gradient Descent.
ICML
Ayoub El Hanchi, David A. Stephens, Chris J. Maddison
2021 J jnl
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes.
CoRR
Ayoub El Hanchi, David A. Stephens
2021 J jnl
Bayesian inference for continuous-time hidden Markov models with an unknown number of states.
Stat. Comput.
Yu Luo, David A. Stephens
2021 J jnl
Stochastic Reweighted Gradient Descent.
CoRR
Ayoub El Hanchi, David A. Stephens
2020 A* conf
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes.
NeurIPS
Ayoub El Hanchi, David A. Stephens
2020 J jnl
Estimating sparse networks with hubs.
J. Multivar. Anal.
Annaliza McGillivray, Abbas Khalili, David A. Stephens
2019 — conf
Modeling Chronic Obstructive Pulmonary Disease Progression Using Continuous-Time Hidden Markov Models.
MedInfo
Guido Antonio Powell, Aman Verma, Yu T. Luo, David A. Stephens, David L. Buckeridge
2018 J jnl
DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference.
BMC Bioinform.
Luc Villandré, Aurélie Labbe, Bluma Brenner, Michel Roger, David A. Stephens
2018 J jnl
Modeling disease progression in longitudinal EHR data using continuous-time hidden Markov models.
CoRR
Aman Verma, Guido Powell, Yu Luo, David A. Stephens, David L. Buckeridge
2017 — conf
Multidimensional and Longitudinal Indicators in Population Health.
AAAI Workshops
Guido Powell, Yu T. Luo, Aman Verma, David A. Stephens, David L. Buckeridge
2015 J jnl
The Gap Procedure: for the identification of phylogenetic clusters in HIV-1 sequence data.
BMC Bioinform.
Irene Vrbik, David A. Stephens, Michel Roger, Bluma Brenner
2009 — ch.
Complexity in Systems Level Biology and Genetics: Statistical Perspectives.
Encyclopedia of Complexity and Systems Science
David A. Stephens
2008 J jnl
Interacting sequential Monte Carlo samplers for trans-dimensional simulation.
Comput. Stat. Data Anal.
Ajay Jasra, Arnaud Doucet, David A. Stephens, Christopher C. Holmes
2007 J jnl
On population-based simulation for static inference.
Stat. Comput.
Ajay Jasra, David A. Stephens, Christopher C. Holmes
2007 J jnl
Quantitative Analysis of Cell Nucleus Organisation.
PLoS Comput. Biol.
Carol Shiels, Niall M. Adams, Suhail A. Islam, David A. Stephens, Paul S. Freemont
2006 J jnl
The Transcriptional Regulator CBP Has Defined Spatial Associations within Interphase Nuclei.
PLoS Comput. Biol.
Kirk J. McManus, David A. Stephens, Niall M. Adams, Suhail A. Islam, Paul S. Freemont, Michael J. Hendzel