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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)

An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Domain Adaptation with Multiple Sources NIPS 2008
Regularized Learning with Networks of Features NIPS 2008
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Spectral Clustering with Perturbed Data NIPS 2008
Online Models for Content Optimization NIPS 2008
QUIC-SVD: Fast SVD Using Cosine Trees NIPS 2008
A Massively Parallel Digital Learning Processor NIPS 2008
Fast High-dimensional Kernel Summations Using the Monte Carlo Multipole Method NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008
Privacy-preserving logistic regression NIPS 2008
Artificial Olfactory Brain for Mixture Identification NIPS 2008
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Automatic online tuning for fast Gaussian summation NIPS 2008
Transfer Learning by Distribution Matching for Targeted Advertising NIPS 2008
Estimating Robust Query Models with Convex Optimization NIPS 2008
Predictive Indexing for Fast Search NIPS 2008
One sketch for all: Theory and Application of Conditional Random Sampling NIPS 2008
Ranking Categorical Features Using Generalization Properties JMLR 2008
Cross-Validation Optimization for Large Scale Structured Classification Kernel Methods JMLR 2008
LIBLINEAR: A Library for Large Linear Classification JMLR 2008
Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008
Structural Improvement Filtering Strategy for PRM RSS 2008
Random Features for Large-Scale Kernel Machines NIPS 2007