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Andreas Christmann

Identifiers

  • name variant Andreas Christmann 0.60 · backfill

Papers (12)

  1. Ratio-based Loss Functions stat.ML · 2026 · author #2
  2. Truncated Kernel Stochastic Gradient Descent with General Losses and Spherical Radial Basis Functions cs.LG · 2025 · author #2
  3. Total stability of kernel methods stat.ML · 2017 · author #1
  4. A short note on extension theorems and their connection to universal consistency in machine learning stat.ML · 2016 · author #1
  5. On the Robustness of Regularized Pairwise Learning Methods Based on Kernels math.ST · 2015 · author #1
  6. Learning rates for the risk of kernel based quantile regression estimators in additive models stat.ML · 2014 · author #1
  7. On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel Based Methods stat.ML · 2013 · author #1
  8. On the stability of bootstrap estimators math.ST · 2011 · author #1
  9. Estimation of scale functions to model heteroscedasticity by support vector machines stat.ML · 2011 · author #2
  10. Estimating conditional quantiles with the help of the pinball loss math.ST · 2011 · author #2
  11. Support Vector Machines for Additive Models: Consistency and Robustness stat.ML · 2010 · author #1
  12. Consistency and robustness of kernel-based regression in convex risk minimization math.ST · 2007 · author #1

Mentions

  • 1405.3379 #1 · backfill · confidence 0.70 Andreas Christmann
  • 1301.6944 #1 · backfill · confidence 0.70 Andreas Christmann
  • 1111.1876 #1 · backfill · confidence 0.70 Andreas Christmann
  • 1111.1830 #2 · backfill · confidence 0.70 Andreas Christmann
  • 1102.2101 #2 · backfill · confidence 0.70 Andreas Christmann
  • 1007.4062 #1 · backfill · confidence 0.70 Andreas Christmann
  • 0709.0626 #1 · backfill · confidence 0.70 Andreas Christmann

Frequent Coauthors