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Application Areas

34,437 papers (4 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Domain Adaptation (9,897) Efficient Computing (8,226) Data Augmentation (3,648) Fairness (3,574) Knowledge Distillation (3,219) Privacy (3,022) Domain Generalization (1,972) Model Compression (1,736) Risk Management (1,119) Model Merging (592) Recommender Systems (343) Information Retrieval (249) Text Classification (144) Text Processing (2)

Papers per year

1
4
35
147
2,498
7,176
2000
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'25

Papers (including subtopics)

Learning Ensembles from Bites: A Scalable and Accurate Approach JMLR 2004 Online Choice of Active Learning Algorithms JMLR 2004 The Entire Regularization Path for the Support Vector Machine JMLR 2004 A Divisive Information-Theoretic Feature Clustering Algorithm for Text Classification JMLR 2003 Designing Committees of Models through Deliberate Weighting of Data Points JMLR 2003 Dimensionality Reduction via Sparse Support Vector Machines JMLR 2003 Grafting: Fast, Incremental Feature Selection by Gradient Descent in Function Space JMLR 2003 The Principled Design of Large-Scale Recursive Neural Network Architectures--DAG-RNNs and the Protein Structure Prediction Problem JMLR 2003 Recommender Systems Using Linear Classifiers JMLR 2002 Shallow Parsing using Specialized HMMs JMLR 2002 Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem JMLR 2002 Distilling dialogues - A method using natural dialogue corpora for dialogue systems development NAACL 2000