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← Machine Learning
Machine Learning ›

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)

Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NIPS 2010
Practical Large-Scale Optimization for Max-norm Regularization NIPS 2010
Throttling Poisson Processes NIPS 2010
Reverse Multi-Label Learning NIPS 2010
Global seismic monitoring as probabilistic inference NIPS 2010
Inductive Regularized Learning of Kernel Functions NIPS 2010
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions NIPS 2010
Mixture of time-warped trajectory models for movement decoding NIPS 2010
Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NIPS 2010
Impossibility Theorems for Domain Adaptation AISTATS 2010
Collaborative Filtering on a Budget AISTATS 2010
Incremental Sparsification for Real-time Online Model Learning AISTATS 2010
Nonparametric prior for adaptive sparsity AISTATS 2010
Detecting Weak but Hierarchically-Structured Patterns in Networks AISTATS 2010
Structured Prediction Cascades AISTATS 2010
Exclusive Lasso for Multi-task Feature Selection AISTATS 2010
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization JMLR 2010
A Fast Hybrid Algorithm for Large-Scale -Regularized Logistic Regression JMLR 2010
Training and Testing Low-degree Polynomial Data Mappings via Linear SVM JMLR 2010
MOA: Massive Online Analysis JMLR 2010
The SHOGUN Machine Learning Toolbox JMLR 2010
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010
Color-Accurate Underwater Imaging using Perceptual Adaptive Illumination RSS 2010
Sensor Placement for Improved Robotic Navigation RSS 2010
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NIPS 2009