David R. Burt

Identifiers

• name variant David R. Burt 0.60 · backfill

Papers (18)

1. Wrong Model, Right Uncertainty: Spatial Associations for Discrete Data with Misspecification stat.ME · 2025 · author #1
2. Are Hourly PM2.5 Forecasts Sufficiently Accurate to Plan Your Day? Individual Decision Making in the Face of Increasing Wildfire Smoke cs.LG · 2024 · author #2
3. Approximations to worst-case data dropping: unmasking failure modes stat.ME · 2024 · author #2
4. Consistent Validation for Predictive Methods in Spatial Settings stat.ML · 2024 · author #1
5. Gaussian processes at the Helm(holtz): A more fluid model for ocean currents stat.ME · 2023 · author #3
6. Sparse Gaussian Process Hyperparameters: Optimize or Integrate? stat.ML · 2022 · author #3
7. Numerically Stable Sparse Gaussian Processes via Minimum Separation using Cover Trees stat.ML · 2022 · author #2
8. A Note on the Chernoff Bound for Random Variables in the Unit Interval stat.ML · 2022 · author #3
9. Wide Mean-Field Bayesian Neural Networks Ignore the Data cs.LG · 2022 · author #3
10. Barely Biased Learning for Gaussian Process Regression stat.ML · 2021 · author #1
11. How Tight Can PAC-Bayes be in the Small Data Regime? stat.ML · 2021 · author #3
12. Tighter Bounds on the Log Marginal Likelihood of Gaussian Process Regression Using Conjugate Gradients stat.ML · 2021 · author #2
13. Understanding Variational Inference in Function-Space stat.ML · 2020 · author #1
14. Convergence of Sparse Variational Inference in Gaussian Processes Regression stat.ML · 2020 · author #1
15. Variational Orthogonal Features stat.ML · 2020 · author #1
16. Bandit optimisation of functions in the Mat\'ern kernel RKHS cs.LG · 2020 · author #2
17. On the Expressiveness of Approximate Inference in Bayesian Neural Networks stat.ML · 2019 · author #2
18. Rates of Convergence for Sparse Variational Gaussian Process Regression stat.ML · 2019 · author #1

Mentions

• 2408.09008 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2509.01776 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 2409.05866 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2402.03527 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 2210.07893 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2302.10364 #3 · arxiv_oai · confidence 0.70 David R. Burt
• 2001.10396 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2211.02476 #3 · arxiv_oai · confidence 0.70 David R. Burt
• 2205.07880 #3 · arxiv_oai · confidence 0.70 David R. Burt
• 2202.11670 #3 · arxiv_oai · confidence 0.70 David R. Burt
• 2106.03542 #3 · arxiv_oai · confidence 0.70 David R. Burt
• 2109.09417 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 2102.08314 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2011.09421 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 1909.00719 #2 · arxiv_oai · confidence 0.70 David R. Burt
• 2008.00323 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 2006.13170 #1 · arxiv_oai · confidence 0.70 David R. Burt
• 1903.03571 #1 · arxiv_oai · confidence 0.70 David R. Burt

Frequent Coauthors

• Mark van der Wilk 7 shared papers
• Tamara Broderick 5 shared papers
• Wessel P. Bruinsma 4 shared papers
• Andrew Y. K. Foong 3 shared papers
• Artem Artemev 3 shared papers
• Carl Edward Rasmussen 3 shared papers
• Renato Berlinghieri 3 shared papers
• Carl E. Rasmussen 2 shared papers
• Richard E. Turner 2 shared papers
• Yunyi Shen 2 shared papers
• Adri\`a Garriga-Alonso 1 shared papers
• Alexander Terenin 1 shared papers
• Arlene M. Fiore 1 shared papers
• Beau Coker 1 shared papers
• Brian L. Trippe 1 shared papers
• David Janz 1 shared papers
• Finale Doshi-Velez 1 shared papers
• Hong Ge 1 shared papers
• Javier Gonz\'alez 1 shared papers
• Jenny Y. Huang 1 shared papers