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Robert B. Gramacy

Identifiers

  • name variant Robert B. Gramacy 0.60 · backfill

Papers (39)

  1. Distance-distributed design for Gaussian process surrogates stat.ME · 2018 · author #3
  2. On-site surrogates for large-scale calibration stat.ME · 2018 · author #2
  3. Synthesizing simulation and field data of solar irradiance stat.AP · 2018 · author #2
  4. A shiny update to an old experiment game stat.OT · 2018 · author #1
  5. Emulating satellite drag from large simulation experiments stat.CO · 2017 · author #2
  6. A Case Study Competition Among Methods for Analyzing Large Spatial Data stat.ME · 2017 · author #7
  7. Phenomenological forecasting of disease incidence using heteroskedastic Gaussian processes: a dengue case study stat.AP · 2017 · author #2
  8. Practical heteroskedastic Gaussian process modeling for large simulation experiments stat.ME · 2016 · author #2
  9. Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian stat.CO · 2016 · author #2
  10. Potentially Predictive Variance Reducing Subsample Locations in Local Gaussian Process Regression stat.ME · 2016 · author #2
  11. Hockey Player Performance via Regularized Logistic Regression stat.AP · 2015 · author #1
  12. Calibrating a large computer experiment simulating radiative shock hydrodynamics stat.AP · 2014 · author #1
  13. Speeding up neighborhood search in local Gaussian process prediction stat.CO · 2014 · author #1
  14. Gaussian Process Structural Equation Models with Latent Variables cs.LG · 2014 · author #2
  15. A brief history of long memory: Hurst, Mandelbrot and the road to ARFIMA stat.OT · 2014 · author #2
  16. Modeling an Augmented Lagrangian for Blackbox Constrained Optimization stat.ME · 2014 · author #1
  17. Efficient Bayesian inference for long memory processes stat.ME · 2014 · author #2
  18. Massively parallel approximate Gaussian process regression stat.CO · 2013 · author #1
  19. Sequential Design for Optimal Stopping Problems q-fin.CP · 2013 · author #1
  20. Local Gaussian process approximation for large computer experiments stat.ME · 2013 · author #1
  21. Estimating Player Contribution in Hockey with Regularized Logistic Regression stat.AP · 2012 · author #1
  22. Dynamic trees for streaming and massive data contexts stat.ME · 2012 · author #2
  23. Bayesian Quantile Regression for Single-Index Models stat.CO · 2011 · author #2
  24. Variable selection and sensitivity analysis using dynamic trees, with an application to computer code performance tuning stat.AP · 2011 · author #1
  25. Robustness of Estimators of Long-Range Dependence and Self-Similarity under non-Gaussianity physics.data-an · 2011 · author #4
  26. Gaussian process single-index models as emulators for computer experiments stat.ME · 2010 · author #1
  27. Cases for the nugget in modeling computer experiments stat.CO · 2010 · author #1
  28. Simulation-based Regularized Logistic Regression stat.ME · 2010 · author #1
  29. Optimization Under Unknown Constraints stat.ME · 2010 · author #1
  30. Gaussian Process Structural Equation Models with Latent Variables cs.LG · 2010 · author #2
  31. Dynamic Trees for Learning and Design stat.ME · 2009 · author #2
  32. Particle learning of Gaussian process models for sequential design and optimization stat.CO · 2009 · author #1
  33. Shrinkage regression for multivariate inference with missing data, and an application to portfolio balancing stat.ME · 2009 · author #1
  34. Classification and categorical inputs with treed Gaussian process models stat.ME · 2009 · author #2
  35. Adaptive design and analysis of supercomputer experiments stat.AP · 2008 · author #1
  36. Gaussian Processes and Limiting Linear Models stat.ME · 2008 · author #1
  37. On estimating covariances between many assets with histories of highly variable length stat.ME · 2007 · author #1
  38. Bayesian treed Gaussian process models with an application to computer modeling stat.ME · 2007 · author #1
  39. Importance Tempering stat.CO · 2007 · author #1

Mentions

  • 1510.02172 #1 · backfill · confidence 0.70 Robert B. Gramacy
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  • 0707.4242 #1 · backfill · confidence 0.70 Robert B. Gramacy

Frequent Coauthors