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Pierre Alquier

Identifiers

  • name variant Pierre Alquier 0.60 · backfill

Papers (17)

  1. Position: agentic AI orchestration should be Bayes-consistent cs.AI · 2026 · author #2
  2. Concentration of tempered posteriors and of their variational approximations math.ST · 2017 · author #1
  3. Informed Sub-Sampling MCMC: Approximate Bayesian Inference for Large Datasets stat.ME · 2017 · author #3
  4. Estimation bounds and sharp oracle inequalities of regularized procedures with Lipschitz loss functions math.ST · 2017 · author #1
  5. Simpler PAC-Bayesian Bounds for Hostile Data stat.ML · 2016 · author #1
  6. Pseudo-Bayesian Quantum Tomography with Rank-adaptation math.ST · 2016 · author #2
  7. An Oracle Inequality for Quasi-Bayesian Non-Negative Matrix Factorization stat.ML · 2016 · author #1
  8. On the properties of variational approximations of Gibbs posteriors stat.ML · 2015 · author #1
  9. Light and Widely Applicable MCMC: Approximate Bayesian Inference for Large Datasets stat.ME · 2015 · author #3
  10. PAC-Bayesian AUC classification and scoring stat.ML · 2014 · author #2
  11. A Bayesian Approach for Noisy Matrix Completion: Optimal Rate under General Sampling Distribution math.ST · 2014 · author #2
  12. Bayesian matrix completion: prior specification stat.ML · 2014 · author #1
  13. Bayesian methods for low-rank matrix estimation: short survey and theoretical study stat.ML · 2013 · author #1
  14. Prediction of time series by statistical learning: general losses and fast rates math.ST · 2012 · author #1
  15. PAC-Bayesian Estimation and Prediction in Sparse Additive Models stat.ME · 2012 · author #2
  16. Rank penalized estimation of a quantum system math.ST · 2012 · author #1
  17. Pac-bayesian bounds for sparse regression estimation with exponential weights math.ST · 2010 · author #1

Mentions

  • 1503.04178 #3 · backfill · confidence 0.70 Pierre Alquier
  • 1410.1771 #2 · backfill · confidence 0.70 Pierre Alquier
  • 1408.5820 #2 · backfill · confidence 0.70 Pierre Alquier
  • 1406.1440 #1 · backfill · confidence 0.70 Pierre Alquier
  • 1306.3862 #1 · backfill · confidence 0.70 Pierre Alquier
  • 1211.1847 #1 · backfill · confidence 0.70 Pierre Alquier
  • 1208.1211 #2 · backfill · confidence 0.70 Pierre Alquier
  • 1206.1711 #1 · backfill · confidence 0.70 Pierre Alquier
  • 1009.2707 #1 · backfill · confidence 0.70 Pierre Alquier

Frequent Coauthors