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Gianluigi Pillonetto

Identifiers

  • name variant Gianluigi Pillonetto 0.60 · backfill

Papers (30)

  1. Robust Singular Smoothers For Tracking Using Low-Fidelity Data math.OC · 2019 · author #4
  2. A novel Multiplicative Polynomial Kernel for Volterra series identification cs.LG · 2019 · author #3
  3. Fast Robust Methods for Singular State-Space Models math.OC · 2018 · author #4
  4. Distributed multi-agent Gaussian regression via finite-dimensional approximations cs.MA · 2017 · author #1
  5. The Generalized Cross Validation Filter stat.ML · 2017 · author #2
  6. The interplay between system identification and machine learning cs.SY · 2016 · author #1
  7. A new kernel-based approach to system identification with quantized output data cs.SY · 2016 · author #3
  8. Boosting as a kernel-based method stat.ML · 2016 · author #3
  9. On-line Bayesian System Identification cs.SY · 2016 · author #3
  10. Newton-Raphson Consensus for Distributed Convex Optimization math.OC · 2015 · author #4
  11. Maximum Entropy Vector Kernels for MIMO system identification cs.SY · 2015 · author #2
  12. Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint cs.SY · 2015 · author #1
  13. Identification of stable models via nonparametric prediction error methods stat.ML · 2015 · author #2
  14. Bayesian kernel-based system identification with quantized output data cs.SY · 2015 · author #2
  15. Maximum entropy properties of discrete-time first-order stable spline kernel cs.SY · 2015 · author #6
  16. Robust EM kernel-based methods for linear system identification cs.SY · 2014 · author #4
  17. Bayesian and regularization approaches to multivariable linear system identification: the role of rank penalties cs.SY · 2014 · author #3
  18. Multi-agents adaptive estimation and coverage control using Gaussian regression cs.MA · 2014 · author #5
  19. Outlier robust system identification: a Bayesian kernel-based approach stat.ML · 2013 · author #4
  20. Generalized system identification with stable spline kernels stat.ML · 2013 · author #3
  21. Robust and Trend Following Student's t Kalman Smoothers math.OC · 2013 · author #3
  22. Kalman smoothing and block tridiagonal systems: new connections and numerical stability results math.NA · 2013 · author #4
  23. Linear system identification using stable spline kernels and PLQ penalties stat.ML · 2013 · author #3
  24. Optimization viewpoint on Kalman smoothing, with applications to robust and sparse estimation math.OC · 2013 · author #3
  25. Convex vs nonconvex approaches for sparse estimation: GLasso, Multiple Kernel Learning and Hyperparameter GLasso stat.ML · 2013 · author #4
  26. The connection between Bayesian estimation of a Gaussian random field and RKHS stat.ML · 2013 · author #4
  27. Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory stat.ML · 2013 · author #3
  28. A statistical and computational theory for robust and sparse Kalman smoothing math.OC · 2011 · author #3
  29. Robust and Trend-following Kalman Smoothers using Student's t stat.CO · 2010 · author #3
  30. Client-server multi-task learning from distributed datasets cs.LG · 2008 · author #2

Mentions

  • 1511.01509 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1905.07960 #3 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1706.02495 #2 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1612.09158 #1 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1610.00470 #3 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1601.04251 #3 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1508.02865 #2 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1507.00564 #1 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1504.06877 #2 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1504.03253 #6 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1411.5915 #4 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1409.8327 #3 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1407.5807 #5 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1508.02865 #2 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1507.00564 #1 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1507.00507 #2 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1303.5588 #3 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1303.5237 #4 · arxiv_oai · confidence 0.70 Gianluigi Pillonetto
  • 1504.06877 #2 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1504.03253 #6 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1411.5915 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1409.8327 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1407.5807 #5 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1312.6317 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1309.7857 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1303.5588 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1303.5237 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1303.2827 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1303.1993 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1302.6434 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1301.5288 #4 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1301.4566 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1111.2730 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 1001.3907 #3 · backfill · confidence 0.70 Gianluigi Pillonetto
  • 0812.4235 #2 · backfill · confidence 0.70 Gianluigi Pillonetto

Frequent Coauthors