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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)

Variational Bayesian Optimization for Runtime Risk-Sensitive Control RSS 2012
Optimization of Temporal Dynamics for Adaptive Human-Robot Interaction in Assembly Manufacturing RSS 2012
Rapid Deformable Object Detection using Dual-Tree Branch-and-Bound NIPS 2011
Hashing Algorithms for Large-Scale Learning NIPS 2011
PiCoDes: Learning a Compact Code for Novel-Category Recognition NIPS 2011
Ranking annotators for crowdsourced labeling tasks NIPS 2011
A Denoising View of Matrix Completion NIPS 2011
Efficient Online Learning via Randomized Rounding NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
A Collaborative Mechanism for Crowdsourcing Prediction Problems NIPS 2011
Fast and Accurate k-means For Large Datasets NIPS 2011
ShareBoost: Efficient multiclass learning with feature sharing NIPS 2011
Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition NIPS 2011
Im2Text: Describing Images Using 1 Million Captioned Photographs NIPS 2011
Practical Variational Inference for Neural Networks NIPS 2011
On Strategy Stitching in Large Extensive Form Multiplayer Games NIPS 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
Algorithms for Hyper-Parameter Optimization NIPS 2011
Boosting with Maximum Adaptive Sampling NIPS 2011
Co-Training for Domain Adaptation NIPS 2011
A Machine Learning Approach to Predict Chemical Reactions NIPS 2011
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Differentially Private M-Estimators NIPS 2011