 | 2011 |
| 16 |  | Alexander Binder,
Wojciech Samek,
Marius Kloft,
Christina Müller,
Klaus-Robert Müller,
Motoaki Kawanabe:
The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task.
CLEF (Notebook Papers/Labs/Workshop) 2011 |
| 15 |  | Ulrich Rückert,
Marius Kloft:
Transfer Learning with Adaptive Regularizers.
ECML/PKDD (3) 2011: 65-80 |
| 14 |  | Marius Kloft,
Gilles Blanchard:
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning.
NIPS 2011: 2438-2446 |
| 13 |  | Alexander Binder,
Shinichi Nakajima,
Marius Kloft,
Christina Müller,
Wojciech Samek,
Ulf Brefeld,
Klaus-Robert Müller,
Motoaki Kawanabe:
Insights from Classifying Visual Concepts with Multiple Kernel Learning
CoRR abs/1112.3697: (2011) |
| 12 |  | Marius Kloft,
Ulf Brefeld,
Sören Sonnenburg,
Alexander Zien:
lp-Norm Multiple Kernel Learning.
Journal of Machine Learning Research 12: 953-997 (2011) |
| 11 |  | Marius Kloft:
lp-Norm Multiple Kernel Learning.
Berlin Institute of Technology 2011 |
| 2010 |
| 10 |  | Marius Kloft,
Ulrich Rückert,
Peter L. Bartlett:
A Unifying View of Multiple Kernel Learning.
ECML/PKDD (2) 2010: 66-81 |
| 9 |  | Marius Kloft,
Ulf Brefeld,
Sören Sonnenburg,
Alexander Zien:
Non-Sparse Regularization and Efficient Training with Multiple Kernels
CoRR abs/1003.0079: (2010) |
| 8 |  | Marius Kloft,
Ulrich Rückert,
Peter L. Bartlett:
A Unifying View of Multiple Kernel Learning
CoRR abs/1005.0437: (2010) |
| 7 |  | Marius Kloft,
Pavel Laskov:
Online Anomaly Detection under Adversarial Impact.
Journal of Machine Learning Research - Proceedings Track 9: 405-412 (2010) |
| 2009 |
| 6 |  | Pavel Laskov,
Marius Kloft:
A framework for quantitative security analysis of machine learning.
AISec 2009: 1-4 |
| 5 |  | Nico Görnitz,
Marius Kloft,
Konrad Rieck,
Ulf Brefeld:
Active learning for network intrusion detection.
AISec 2009: 47-54 |
| 4 |  | Nico Görnitz,
Marius Kloft,
Ulf Brefeld:
Active and Semi-supervised Data Domain Description.
ECML/PKDD (1) 2009: 407-422 |
| 3 |  | Marius Kloft,
Shinichi Nakajima,
Ulf Brefeld:
Feature Selection for Density Level-Sets.
ECML/PKDD (1) 2009: 692-704 |
| 2 |  | Marius Kloft,
Ulf Brefeld,
Sören Sonnenburg,
Pavel Laskov,
Klaus-Robert Müller,
Alexander Zien:
Efficient and Accurate Lp-Norm Multiple Kernel Learning.
NIPS 2009: 997-1005 |
| 2008 |
| 1 |  | Marius Kloft,
Ulf Brefeld,
Patrick Düssel,
Christian Gehl,
Pavel Laskov:
Automatic feature selection for anomaly detection.
AISec 2008: 71-76 |