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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)

Learning privately from multiparty data ICML 2016
Network Morphism ICML 2016
A New PAC-Bayesian Perspective on Domain Adaptation ICML 2016
Conservative Bandits ICML 2016
False Discovery Rate Control and Statistical Quality Assessment of Annotators in Crowdsourced Ranking ICML 2016
Fast Constrained Submodular Maximization: Personalized Data Summarization ICML 2016
Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control ICML 2016
Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design ICML 2016
Recommendations as Treatments: Debiasing Learning and Evaluation ICML 2016
Exploiting Cyclic Symmetry in Convolutional Neural Networks ICML 2016
Pareto Frontier Learning with Expensive Correlated Objectives ICML 2016
Persistent RNNs: Stashing Recurrent Weights On-Chip ICML 2016
How to Fake Multiply by a Gaussian Matrix ICML 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing ICML 2016
Differentially Private Policy Evaluation ICML 2016
A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery ICML 2016
Stratified Sampling Meets Machine Learning ICML 2016
Discrete Distribution Estimation under Local Privacy ICML 2016
Recycling Randomness with Structure for Sublinear time Kernel Expansions ICML 2016
Preconditioning Kernel Matrices ICML 2016
Dynamic Capacity Networks ICML 2016
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity ICML 2016
Computationally Efficient Nyström Approximation using Fast Transforms ICML 2016
Discriminative Embeddings of Latent Variable Models for Structured Data ICML 2016
Robust Random Cut Forest Based Anomaly Detection on Streams ICML 2016