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Marius Kloft

Identifiers

  • name variant Marius Kloft 0.60 · backfill

Papers (21)

  1. Population Risk Bounds for Kolmogorov-Arnold Networks Trained by DP-SGD with Correlated Noise cs.LG · 2026 · author #7
  2. Skipping the Zeros in Diffusion Models for Sparse Data Generation cs.LG · 2026 · author #8
  3. Optimization, Generalization and Differential Privacy Bounds for Gradient Descent on Kolmogorov-Arnold Networks cs.LG · 2026 · author #4
  4. Scalable Generalized Dynamic Topic Models stat.ML · 2018 · author #3
  5. Efficient Gaussian Process Classification Using Polya-Gamma Data Augmentation stat.ML · 2018 · author #4
  6. Bayesian Nonlinear Support Vector Machines for Big Data stat.ML · 2017 · author #4
  7. Data-dependent Generalization Bounds for Multi-class Classification cs.LG · 2017 · author #4
  8. Distributed Optimization of Multi-Class SVMs stat.ML · 2016 · author #4
  9. Feature Importance Measure for Non-linear Learning Algorithms cs.AI · 2016 · author #4
  10. Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning cs.LG · 2016 · author #3
  11. Sparse Probit Linear Mixed Model stat.ML · 2015 · author #6
  12. Framework for Multi-task Multiple Kernel Learning and Applications in Genome Analysis stat.ML · 2015 · author #2
  13. Localized Multiple Kernel Learning---A Convex Approach cs.LG · 2015 · author #4
  14. Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms cs.LG · 2015 · author #4
  15. Probabilistic Clustering of Time-Evolving Distance Data cs.LG · 2015 · author #2
  16. Localized Complexities for Transductive Learning stat.ML · 2014 · author #3
  17. Insights from Classifying Visual Concepts with Multiple Kernel Learning cs.CV · 2011 · author #3
  18. The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning stat.ML · 2011 · author #1
  19. A Unifying View of Multiple Kernel Learning stat.ML · 2010 · author #1
  20. Non-Sparse Regularization for Multiple Kernel Learning cs.LG · 2010 · author #1
  21. Security Analysis of Online Centroid Anomaly Detection stat.ML · 2010 · author #1

Mentions

  • 1112.3697 #3 · backfill · confidence 0.70 Marius Kloft
  • 1103.0790 #1 · backfill · confidence 0.70 Marius Kloft
  • 1005.0437 #1 · backfill · confidence 0.70 Marius Kloft
  • 1003.0079 #1 · backfill · confidence 0.70 Marius Kloft
  • 1003.0078 #1 · backfill · confidence 0.70 Marius Kloft

Frequent Coauthors