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Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

Support Vector Machines on a Budget NIPS 2006
Correcting Sample Selection Bias by Unlabeled Data NIPS 2006
Mixture Regression for Covariate Shift NIPS 2006
Analysis of Representations for Domain Adaptation NIPS 2006
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006
Efficient Methods for Privacy Preserving Face Detection NIPS 2006
New Algorithms for Efficient High-Dimensional Nonparametric Classification JMLR 2006
Building Support Vector Machines with Reduced Classifier Complexity JMLR 2006
Active Learning with Feedback on Features and Instances JMLR 2006
A Hierarchy of Support Vector Machines for Pattern Detection JMLR 2006
Spam Filtering Using Statistical Data Compression Models JMLR 2006
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images JMLR 2006
Unified Inverse Depth Parametrization for Monocular SLAM RSS 2006
Outdoor Path Labeling Using Polynomial Mahalanobis Distance RSS 2006
A Gravity Balancing Passive Exoskeleton for the Human Leg RSS 2006
Efficient Computation of Gapped Substring Kernels on Large Alphabets JMLR 2005
Combining Information Extraction Systems Using Voting and Stacked Generalization JMLR 2005
On the Nystrom Method for Approximating a Gram Matrix for Improved Kernel-Based Learning JMLR 2005
Data Structure for Efficient Processing in 3-D RSS 2005
In Defense of One-Vs-All Classification JMLR 2004
Online Choice of Active Learning Algorithms JMLR 2004
Learning Ensembles from Bites: A Scalable and Accurate Approach JMLR 2004
Knowledge-Based Kernel Approximation JMLR 2004
The Entire Regularization Path for the Support Vector Machine JMLR 2004
Dimensionality Reduction via Sparse Support Vector Machines JMLR 2003