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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)

Secure Multi-party Differential Privacy NIPS 2015
Learning both Weights and Connections for Efficient Neural Network NIPS 2015
Bayesian dark knowledge NIPS 2015
Parallel Correlation Clustering on Big Graphs NIPS 2015
Generalization in Adaptive Data Analysis and Holdout Reuse NIPS 2015
Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NIPS 2015
Discriminative Robust Transformation Learning NIPS 2015
Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NIPS 2015
Adversarial Prediction Games for Multivariate Losses NIPS 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints NIPS 2015
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015
Data-Guided Approach for Learning and Improving User Experience in Computer Networks ACML 2015
Continuous Target Shift Adaptation in Supervised Learning ACML 2015
Efficient Second-Order Gradient Boosting for Conditional Random Fields AISTATS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015
The Security of Latent Dirichlet Allocation AISTATS 2015
Robust sketching for multiple square-root LASSO problems AISTATS 2015
A Scalable Algorithm for Structured Kernel Feature Selection AISTATS 2015
Learning from Data with Heterogeneous Noise using SGD AISTATS 2015
Truthful Linear Regression COLT 2015
Learning the dependence structure of rare events: a non-asymptotic study COLT 2015
Interactive Fingerprinting Codes and the Hardness of Preventing False Discovery COLT 2015
Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015