vix.ing · top · new · best · stats · spec

David B. Dunson

  1. High cumulative incidence of uterine leiomyoma in black and white women: Ultrasound evidence
    2003/01/01 by Donna Day Baird, Donna D. Baird, David B. Dunson +4 · 29 citations
    Medicine · #Uterine Myomas and Treatments #Endometriosis Research and Treatment #Thyroid and Parathyroid Surgery
  2. Scalable Bayes via Barycenter in Wasserstein Space
    2015/08/24 by Sanvesh Srivastava, Cheng Li, Srivastava, Sanvesh +3 · 8 citations
    Mathematics · Computer Science · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Mechanics and Entropy
  3. Robust Bayesian inference via coarsening
    2015/06/19 by Jeffrey W. Miller, Miller, Jeffrey W., David B. Dunson +1 · 6 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  4. Dirichlet-Laplace priors for optimal shrinkage
    2014/01/21 by Anirban Bhattacharya, Debdeep Pati, Bhattacharya, Anirban +5 · 7 citations
    Mathematics · Computer Science · #Statistical Methods and Inference #Bayesian Methods and Mixture Models #Mathematical Approximation and Integration
  5. Robust and Scalable Bayes via a Median of Subset Posterior Measures
    2014/03/11 by Stanislav Minsker, Sanvesh Srivastava, Minsker, Stanislav +5 · 5 citations
    Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
  6. How are species interactions structured in species-rich communities? A new method for analysing time-series data
    2017/05/24 by Otso Ovaskainen, Gleb Tikhonov, David B. Dunson +6 · 18 citations
    Agricultural and Biological Sciences · Environmental Science · Biochemistry, Genetics and Molecular Biology · #Plant and animal studies #Species Distribution and Climate Change #Evolution and Genetic Dynamics
  7. Extended Stochastic Block Models with Application to Criminal Networks
    2020/07/16 by Sirio Legramanti, Legramanti, Sirio, Tommaso Rigon +5 · 4 citations
    Physics and Astronomy · Social Sciences · #Applications (stat.AP) #Complex Network Analysis Techniques #Crime Patterns and Interventions #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Opinion Dynamics and Social Influence
  8. Spectral Convergence of Graph Laplacian and Heat Kernel Reconstruction in L^∞ from Random Samples
    2019/12/11 by David B. Dunson, Hau‐Tieng Wu, Dunson, David B +3 · 3 citations
    Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Topological and Geometric Data Analysis #Point processes and geometric inequalities
  9. Bayesian Nonparametric Covariance Regression
    2011/01/11 by Emily B. Fox, David B. Dunson, Fox, Emily +1 · 2 citations
    Mathematics · Computer Science · #Statistical Methods and Bayesian Inference #Bayesian Methods and Mixture Models #Statistical Methods and Inference
  10. Bayesian Compressed Regression
    2013/03/04 by Rajarshi Guhaniyogi, Guhaniyogi, Rajarshi, David B. Dunson +1 · 2 citations
    Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Blind Source Separation Techniques
  11. Extrinsic local regression on manifold-valued data
    2015/08/10 by Lizhen Lin, Lin, Lizhen, B.S. Thomas +5 · 2 citations
    Mathematics · #FOS: Mathematics #Morphological variations and asymmetry #Statistics Theory (math.ST)
  12. Tensor network factorizations: Relationships between brain structural connectomes and traits
    2018/06/07 by Zhengwu Zhang, Genevera I. Allen, Zhang, Zhengwu +5 · 2 citations
    Mathematics · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Applications (stat.AP) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Tensor decomposition and applications
  13. A generalized Bayes framework for probabilistic clustering
    2020/06/09 by Tommaso Rigon, Rigon, Tommaso, Amy H. Herring +3 · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
  14. Sequential Markov Chain Monte Carlo
    2013/08/18 by Yun Yang, David B. Dunson, Yang, Yun +1 · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  15. Spectral convergence of graph Laplacian and heat kernel reconstruction in L∞ from random samples
    2021/06/11 by David B. Dunson, Hau-Tieng Wu, Hau‐Tieng Wu +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Diffusion and Search Dynamics #Face and Expression Recognition #Topological and Geometric Data Analysis
  16. The genetic landscape of mutations in Burkitt lymphoma
    2012/11/11 by Cassandra Love, Zhen Sun, Dereje D. Jima +48 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer-related gene regulation #Cancer-related molecular mechanisms research #Lymphoma Diagnosis and Treatment
  17. Bayesian nonparametric inference on the Stiefel manifold
    2013/11/04 by Lizhen Lin, Lin, Lizhen, Vinayak Rao +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Geochemistry and Geologic Mapping #Morphological variations and asymmetry
  18. Bayesian Graphical Models for Multivariate Functional Data
    2014/11/15 by Hongxiao Zhu, Zhu, Hongxiao, Nate Strawn +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
  19. Parallelizing MCMC with Random Partition Trees
    2015/06/10 by Xiangyu Wang, Fangjian Guo, Wang, Xiangyu +5 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
  20. Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis
    2023/05/06 by Noirrit Kiran Chandra, Chandra, Noirrit Kiran, David B. Dunson +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Gene expression and cancer classification #Bioinformatics and Genomic Networks #Single-cell and spatial transcriptomics
  21. On the Statistical Capacity of Deep Generative Models
    2025/01/14 by Edric Tam, David B. Dunson, Tam, Edric +1 · 1 voice · 3 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST) #cs.AI #cs.LG #math.ST #stat.ML
  22. Simple, Scalable and Accurate Posterior Interval Estimation
    2016/05/13 by Cheng Li, Li, Cheng, Sanvesh Srivastava +3 · 1 citation
    Computer Science · Mathematics · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Bayesian Methods and Mixture Models
  23. Common and Individual Structure of Brain Networks
    2017/07/20 by Lu Wang, Zhengwu Zhang, Wang, Lu +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #Computation (stat.CO) #FOS: Computer and information sciences #Gene expression and cancer classification
  24. Efficient Manifold and Subspace Approximations with Spherelets
    2017/06/26 by Didong Li, Minerva Mukhopadhyay, Li, Didong +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (stat.ML) #Morphological variations and asymmetry #Statistical Methods and Inference
  25. Posterior Projection for Inference in Constrained Spaces
    2018/12/14 by Astfalck, Lachlan, Deborshee Sen, Sen, Deborshee +5 · 1 citation
    Mathematics · #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  26. Bayesian inferences on uncertain ranks and orderings: Application to\n ranking players and lineups
    2019/07/10 by Andrés F. Barrientos, Barrientos, Andres F., Deborshee Sen +5 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #62C05 #62F07 #62F15 #62P99 #Applications (stat.AP) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Methodology (stat.ME) #Sports Analytics and Performance
  27. Bayesian Transfer Learning
    2023/12/20 by Piotr M. Suder, Jason J. Xu, Suder, Piotr M. +3 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
  28. Escaping the curse of dimensionality in Bayesian model based clustering
    2020/06/04 by Noirrit Kiran Chandra, Chandra, Noirrit Kiran, Antonio Canale +3 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  29. Exponential-wrapped distributions on symmetric spaces
    2020/09/04 by Didong Li, Chevallier, Emmanuel, Li, Didong +4 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Advanced Statistical Methods and Models #Morphological variations and asymmetry
  30. Monte Carlo Simulation on the Stiefel Manifold via Polar Expansion
    2021/02/01 by Michael Jauch, Peter D. Hoff, David B. Dunson · 1 citation
  31. Closer than they appear: A Bayesian perspective on individual-level\n heterogeneity in risk assessment
    2021/02/01 by Kristian Lum, Lum, Kristian, David B. Dunson +3 · 1 citation
    Computer Science · Mathematics · Social Sciences · #Applications (stat.AP) #Bayesian Modeling and Causal Inference #Crime Patterns and Interventions #FOS: Computer and information sciences #Statistical Methods and Bayesian Inference
  32. Bayesian Level Set Clustering
    2024/03/07 by David Buch, Buch, David, Miheer Dewaskar +3 · 2 citations
    Computer Science · #62G99 #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME)
  33. Detecting Changes in the Transmission Rate of a Stochastic Epidemic Model
    2022/11/27 by Jenny Huang, Raphaël Morsomme, Huang, Jenny +5 · 1 citation
    Mathematics · Medicine · #COVID-19 epidemiological studies #Computation (stat.CO) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #Methodology (stat.ME) #Physics and Society (physics.soc-ph) #Viral Infections and Outbreaks Research
  34. Intrinsic Gaussian processes on complex constrained domains
    2018/01/03 by Mu Niu, Pokman Cheung, Niu, Mu +9 · 1 citation
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  35. Blessing of dimension in Bayesian inference on covariance matrices
    2024/04/04 by Shounak Chattopadhyay, Chattopadhyay, Shounak, Anru R. Zhang +3 · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Methodology (stat.ME) #Morphological variations and asymmetry #Statistical Methods and Inference
  36. Bayesian modeling of multi-species labeling errors in ecological studies
    2024/06/22 by Haoxuan Wang, Patrik Lauha, Wang, Haoxuan +3 · 1 citation
    Computer Science · Environmental Science · #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME) #Species Distribution and Climate Change #Statistical and Computational Modeling
  37. Bayesian Conditional Tensor Factorizations for High-Dimensional Classification
    2013/01/21 by Yun Yang, Yang, Yun, David B. Dunson +1 · 1 citation
    Mathematics · Computer Science · Engineering · #Tensor decomposition and applications #Algorithms and Data Compression #Advanced MIMO Systems Optimization
  38. Robustifying likelihoods by optimistically re-weighting data
    2023/03/19 by Miheer Dewaskar, Christopher Tosh, Dewaskar, Miheer +5 · 1 citation
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Machine Learning and Algorithms #Statistical Distribution Estimation and Applications
  39. Factor pre-training in Bayesian multivariate logistic models
    2024/09/26 by Lorenzo Mauri, David B. Dunson, Mauri, Lorenzo +1 · 2 citations
    Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Multi-Criteria Decision Making #Statistical and Computational Modeling
  40. Bayesian Clustering via Fusing of Localized Densities
    2023/03/31 by Alexander Dombowsky, David B. Dunson, Dombowsky, Alexander +1 · 1 citation
    Computer Science · Medicine · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Methodology (stat.ME)
  41. Spectral decomposition-assisted multi-study factor analysis
    2025/02/20 by Lorenzo Mauri, Mauri, Lorenzo, Niccolò Anceschi +3 · 2 citations
    Computer Science · #Computation (stat.CO) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME) #Technology and Data Analysis