Support Vector Machine
295 papers
Papers per year
1
9
5
3
5
9
21
16
10
9
8
11
17
19
13
11
13
22
17
13
6
13
14
10
7
12
1
2000
'5
'10
'15
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'25
Papers
Rational Kernels: Theory and Algorithms
JMLR 2004
Support Vector Machine Soft Margin Classifiers: Error Analysis
JMLR 2004
Dimensionality Reduction via Sparse Support Vector Machines
JMLR 2003
Sparseness of Support Vector Machines
JMLR 2003
Variable Selection Using SVM-based Criteria
JMLR 2003
A Robust Minimax Approach to Classification
JMLR 2002
Limitations of Learning Via Embeddings in Euclidean Half Spaces
JMLR 2002
Minimal Kernel Classifiers
JMLR 2002
The Set Covering Machine
JMLR 2002
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
JMLR 2002
A New Approximate Maximal Margin Classification Algorithm
JMLR 2001
Efficient SVM Training Using Low-Rank Kernel Representations
JMLR 2001
Exact Simplification of Support Vector Solutions
JMLR 2001
Lagrangian Support Vector Machines
JMLR 2001
On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines
JMLR 2001
On the Influence of the Kernel on the Consistency of Support Vector Machines
JMLR 2001
Support Vector Clustering
JMLR 2001
Support Vector Machine Active Learning with Applications to Text Classification
JMLR 2001
SVMTorch: Support Vector Machines for Large-Scale Regression Problems
JMLR 2001
Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers
JMLR 2000