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David M. Blei

Identifiers

  • name variant David M. Blei 0.60 · backfill

Papers (70)

  1. Robust Representation Learning through Explicit Environment Modeling stat.ML · 2026 · author #2
  2. Neural Generalized Mixed-Effects Models stat.ML · 2026 · author #3
  3. The Illusion of Learning from Observational Data: An Empirical Bayes Perspective stat.ME · 2026 · author #4
  4. Topic Modeling in Embedding Spaces cs.IR · 2019 · author #3
  5. Multiple Causes: A Causal Graphical View stat.ML · 2019 · author #2
  6. Equal Opportunity and Affirmative Action via Counterfactual Predictions stat.ML · 2019 · author #3
  7. Using Embeddings to Correct for Unobserved Confounding in Networks stat.ML · 2019 · author #3
  8. A Probabilistic Model of Cardiac Physiology and Electrocardiograms stat.ML · 2018 · author #3
  9. The Deconfounded Recommender: A Causal Inference Approach to Recommendation cs.IR · 2018 · author #4
  10. Avoiding Latent Variable Collapse With Generative Skip Models stat.ML · 2018 · author #4
  11. Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data stat.ML · 2018 · author #4
  12. Black Box FDR stat.ML · 2018 · author #3
  13. The Blessings of Multiple Causes stat.ML · 2018 · author #2
  14. Noisin: Unbiased Regularization for Recurrent Neural Networks stat.ML · 2018 · author #4
  15. Equation Embeddings stat.ML · 2018 · author #2
  16. Augment and Reduce: Stochastic Inference for Large Categorical Distributions stat.ML · 2018 · author #4
  17. SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements stat.ML · 2017 · author #3
  18. Implicit Causal Models for Genome-wide Association Studies stat.ML · 2017 · author #2
  19. Variational Sequential Monte Carlo stat.ML · 2017 · author #4
  20. Proximity Variational Inference stat.ML · 2017 · author #3
  21. Stochastic Gradient Descent as Approximate Bayesian Inference stat.ML · 2017 · author #3
  22. Hierarchical Implicit Models and Likelihood-Free Variational Inference stat.ML · 2017 · author #3
  23. Deep Probabilistic Programming stat.ML · 2017 · author #6
  24. Variational Inference via $\chi$-Upper Bound Minimization stat.ML · 2016 · author #5
  25. Edward: A library for probabilistic modeling, inference, and criticism stat.CO · 2016 · author #6
  26. Operator Variational Inference stat.ML · 2016 · author #4
  27. Recurrent switching linear dynamical systems stat.ML · 2016 · author #4
  28. The Generalized Reparameterization Gradient stat.ML · 2016 · author #3
  29. Discussion of "Fast Approximate Inference for Arbitrarily Large Semiparametric Regression Models via Message Passing" stat.CO · 2016 · author #2
  30. Exponential Family Embeddings stat.ML · 2016 · author #4
  31. Robust Probabilistic Modeling with Bayesian Data Reweighting stat.ML · 2016 · author #3
  32. Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations stat.ML · 2016 · author #3
  33. Posterior Dispersion Indices stat.ML · 2016 · author #2
  34. Overdispersed Black-Box Variational Inference stat.ML · 2016 · author #3
  35. Automatic Differentiation Variational Inference stat.ML · 2016 · author #5
  36. A Variational Analysis of Stochastic Gradient Algorithms stat.ML · 2016 · author #3
  37. Variational Inference: A Review for Statisticians stat.CO · 2016 · author #1
  38. The Variational Gaussian Process stat.ML · 2015 · author #3
  39. Hierarchical Variational Models stat.ML · 2015 · author #3
  40. Modeling User Exposure in Recommendation stat.ML · 2015 · author #4
  41. A General Method for Robust Bayesian Modeling stat.ML · 2015 · author #2
  42. Dynamic Poisson Factorization cs.LG · 2015 · author #4
  43. The Population Posterior and Bayesian Inference on Streams stat.ML · 2015 · author #3
  44. Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve stat.ML · 2015 · author #3
  45. Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts stat.ML · 2015 · author #3
  46. Automatic Variational Inference in Stan stat.ML · 2015 · author #4
  47. Copula variational inference stat.ML · 2015 · author #2
  48. Deep Exponential Families stat.ML · 2014 · author #4
  49. Population Empirical Bayes stat.ML · 2014 · author #2
  50. Structured Stochastic Variational Inference cs.LG · 2014 · author #2
  51. Black Box Variational Inference stat.ML · 2013 · author #3
  52. Scalable Recommendation with Poisson Factorization cs.IR · 2013 · author #3
  53. Nested Hierarchical Dirichlet Processes stat.ML · 2012 · author #3
  54. The Issue-Adjusted Ideal Point Model stat.ML · 2012 · author #2
  55. Variational Inference in Nonconjugate Models stat.ML · 2012 · author #2
  56. A Bayesian Boosting Model stat.ML · 2012 · author #2
  57. Stochastic Variational Inference stat.ML · 2012 · author #2
  58. A Split-Merge MCMC Algorithm for the Hierarchical Dirichlet Process stat.ML · 2012 · author #2
  59. Distance Dependent Infinite Latent Feature Models stat.ML · 2011 · author #3
  60. A Tutorial on Bayesian Nonparametric Models stat.ML · 2011 · author #2
  61. Stochastic Search with an Observable State Variable math.OC · 2010 · author #3
  62. Supervised Topic Models stat.ML · 2010 · author #1
  63. Syntactic Topic Models cs.CL · 2010 · author #2
  64. Distance Dependent Chinese Restaurant Processes stat.ML · 2009 · author #1
  65. Dirichlet Process Mixtures of Generalized Linear Models stat.ML · 2009 · author #2
  66. Hierarchical relational models for document networks stat.AP · 2009 · author #2
  67. Visualizing Topics with Multi-Word Expressions stat.ML · 2009 · author #1
  68. Correction: A correlated topic model of Science stat.AP · 2007 · author #1
  69. The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies stat.ML · 2007 · author #1
  70. A correlated topic model of Science stat.AP · 2007 · author #1

Mentions

  • 1404.4114 #2 · backfill · confidence 0.70 David M. Blei
  • 1401.0118 #3 · backfill · confidence 0.70 David M. Blei
  • 1311.1704 #3 · backfill · confidence 0.70 David M. Blei
  • 1210.6738 #3 · backfill · confidence 0.70 David M. Blei
  • 1209.6004 #2 · backfill · confidence 0.70 David M. Blei
  • 1209.4360 #2 · backfill · confidence 0.70 David M. Blei
  • 1209.1996 #2 · backfill · confidence 0.70 David M. Blei
  • 1206.7051 #2 · backfill · confidence 0.70 David M. Blei
  • 1201.1657 #2 · backfill · confidence 0.70 David M. Blei
  • 1110.5454 #3 · backfill · confidence 0.70 David M. Blei
  • 1106.2697 #2 · backfill · confidence 0.70 David M. Blei
  • 1006.4338 #3 · backfill · confidence 0.70 David M. Blei
  • 1003.0783 #1 · backfill · confidence 0.70 David M. Blei
  • 1002.4665 #2 · backfill · confidence 0.70 David M. Blei
  • 0910.1022 #1 · backfill · confidence 0.70 David M. Blei
  • 0909.5194 #2 · backfill · confidence 0.70 David M. Blei
  • 0909.4331 #2 · backfill · confidence 0.70 David M. Blei
  • 0907.1013 #1 · backfill · confidence 0.70 David M. Blei
  • 0712.1486 #1 · backfill · confidence 0.70 David M. Blei
  • 0710.0845 #1 · backfill · confidence 0.70 David M. Blei
  • 0708.3601 #1 · backfill · confidence 0.70 David M. Blei

Frequent Coauthors