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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)

Efficient Multi-label Classification with Many Labels ICML 2013
That was fast! Speeding up NN search of high dimensional distributions. ICML 2013
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction ICML 2013
Temporal Difference Methods for the Variance of the Reward To Go ICML 2013
Loss-Proportional Subsampling for Subsequent ERM ICML 2013
Scalable Simple Random Sampling and Stratified Sampling ICML 2013
Revisiting the Nystrom method for improved large-scale machine learning ICML 2013
On the Statistical Consistency of Algorithms for Binary Classification under Class Imbalance ICML 2013
A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013
Learning Spatio-Temporal Structure from RGB-D Videos for Human Activity Detection and Anticipation ICML 2013
Feature Multi-Selection among Subjective Features ICML 2013
Domain Adaptation under Target and Conditional Shift ICML 2013
Kernelized Bayesian Matrix Factorization ICML 2013
Robust Regression on MapReduce ICML 2013
Stability and Hypothesis Transfer Learning ICML 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013
Differential Privacy for Functions and Functional Data JMLR 2013
MLPACK: A Scalable C++ Machine Learning Library JMLR 2013
Training Energy-Based Models for Time-Series Imputation JMLR 2013
Machine Learning with Operational Costs JMLR 2013
Keep It Simple And Sparse: Real-Time Action Recognition JMLR 2013
BudgetedSVM: A Toolbox for Scalable SVM Approximations JMLR 2013
A Near-Optimal Algorithm for Differentially-Private Principal Components JMLR 2013
Fast Scheduling of Multi-Robot Teams with Temporospatial Constraints RSS 2013
Super-Bit Locality-Sensitive Hashing NIPS 2012