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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)

Linear-time Algorithms for Pairwise Statistical Problems NIPS 2009
Efficient Learning using Forward-Backward Splitting NIPS 2009
Polynomial Semantic Indexing NIPS 2009
Subject independent EEG-based BCI decoding NIPS 2009
Noise Characterization, Modeling, and Reduction for In Vivo Neural Recording NIPS 2009
Submodularity Cuts and Applications NIPS 2009
fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NIPS 2009
A General Projection Property for Distribution Families NIPS 2009
Matrix Completion from Noisy Entries NIPS 2009
Learning to Rank by Optimizing NDCG Measure NIPS 2009
Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models NIPS 2009
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
Parallel Inference for Latent Dirichlet Allocation on Graphics Processing Units NIPS 2009
Boosting with Spatial Regularization NIPS 2009
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition NIPS 2009
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination JMLR 2009
Model Monitor (M2): Evaluating, Comparing, and Monitoring Models JMLR 2009
A Least-squares Approach to Direct Importance Estimation JMLR 2009
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model JMLR 2009
An Anticorrelation Kernel for Subsystem Training in Multiple Classifier Systems JMLR 2009
Discriminative Learning Under Covariate Shift JMLR 2009
Accurate rough terrain estimation with space-carving kernels RSS 2009
3D laser scan classification using web data and domain adaptation RSS 2009
Translated Learning: Transfer Learning across Different Feature Spaces NIPS 2008