Stephens, David A.
- Stochastic Reweighted Gradient Descent
2021/03/23 by Ayoub El Hanchi, Hanchi, Ayoub El, David A. Stephens +1 · 2 citations
Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Causal inference under mis-specification: adjustment based on the propensity score
2022/01/30 by David A. Stephens, Widemberg S. Nobre, Stephens, David A. +5 · 2 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
- Population-Based Reversible Jump Markov Chain Monte Carlo
2007/11/01 by Jasra, Ajay, Stephens, David A., Holmes, Chris C. · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences
- Estimating Sparse Networks with Hubs
2019/04/20 by McGillivray, Annaliza, Khalili, Abbas, Stephens, David A. · 1 citation
#62F12 #62H12 #62J07 #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
- Adaptive Importance Sampling for Finite-Sum Optimization and Sampling with Decreasing Step-Sizes
2021/03/23 by Hanchi, Ayoub El, Stephens, David A. · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Computational Considerations for the Linear Model of Coregionalization
2024/02/14 by Alie, Renaud, Stephens, David A., Schmidt, Alexandra M. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Non-parametric Bayesian inference via loss functions under model misspecification
2021/03/06 by Yu Luo, Luo, Yu, David A. Stephens +5 · 1 citation
Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Methods and Mixture Models #Statistical Methods and Inference