| 2008 |
|---|
| 13 | EE | Robert Jenssen,
Torbjørn Eltoft:
A new information theoretic analysis of sum-of-squared-error kernel clustering.
Neurocomputing 72(1-3): 23-31 (2008) |
| 12 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Mean shift spectral clustering.
Pattern Recognition 41(6): 1924-1938 (2008) |
| 2007 |
|---|
| 11 | EE | Robert Jenssen,
Deniz Erdogmus,
Jose C. Principe,
Torbjørn Eltoft:
The Laplacian Classifier.
IEEE Transactions on Signal Processing 55(7-1): 3262-3271 (2007) |
| 10 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
Jose C. Principe,
Torbjørn Eltoft:
Information cut for clustering using a gradient descent approach.
Pattern Recognition 40(3): 796-806 (2007) |
| 2006 |
|---|
| 9 | EE | Robert Jenssen,
Deniz Erdogmus,
Jose C. Principe:
Information Theoretic Angle-Based Spectral Clustering: A Theoretical Analysis and an Algorithm.
IJCNN 2006: 4904-4911 |
| 8 | EE | Robert Jenssen,
Torbjørn Eltoft,
Mark Girolami,
Deniz Erdogmus:
Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm.
NIPS 2006: 633-640 |
| 7 | EE | Umut Ozertem,
Deniz Erdogmus,
Robert Jenssen:
Spectral feature projections that maximize Shannon mutual information with class labels.
Pattern Recognition 39(7): 1241-1252 (2006) |
| 6 | EE | Robert Jenssen,
Torbjørn Eltoft,
Deniz Erdogmus,
Jose C. Principe:
Some Equivalences between Kernel Methods and Information Theoretic Methods.
VLSI Signal Processing 45(1-2): 49-65 (2006) |
| 5 | EE | Deniz Erdogmus,
Robert Jenssen,
Yadunandana N. Rao,
Jose C. Principe:
Gaussianization: An Efficient Multivariate Density Estimation Technique for Statistical Signal Processing.
VLSI Signal Processing 45(1-2): 67-83 (2006) |
| 2005 |
|---|
| 4 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Optimizing the Cauchy-Schwarz PDF Distance for Information Theoretic, Non-parametric Clustering.
EMMCVPR 2005: 34-45 |
| 2004 |
|---|
| 3 | EE | Robert Jenssen,
Deniz Erdogmus,
José Carlos Príncipe,
Torbjørn Eltoft:
The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space.
NIPS 2004 |
| 2003 |
|---|
| 2 | EE | Robert Jenssen,
Deniz Erdogmus,
Kenneth E. Hild II,
José Carlos Príncipe,
Torbjørn Eltoft:
Information Force Clustering Using Directed Trees.
EMMCVPR 2003: 68-82 |
| 1 | EE | Robert Jenssen,
Torbjørn Eltoft:
Independent component analysis for texture segmentation.
Pattern Recognition 36(10): 2301-2315 (2003) |
