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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)

Fast Randomized PCA for Sparse Data ACML 2018
Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018
RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs ACML 2018
Refining Synthetic Images with Semantic Layouts by Adversarial Training ACML 2018
Growth-Optimal Portfolio Selection under CVaR Constraints AISTATS 2018
Fast Threshold Tests for Detecting Discrimination AISTATS 2018
Outlier Detection and Robust Estimation in Nonparametric Regression AISTATS 2018
Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018
One-shot Coresets: The Case of k-Clustering AISTATS 2018
Random Subspace with Trees for Feature Selection Under Memory Constraints AISTATS 2018
Differentially Private Regression with Gaussian Processes AISTATS 2018
Policy Evaluation and Optimization with Continuous Treatments AISTATS 2018
Cheap Checking for Cloud Computing: Statistical Analysis via Annotated Data Streams AISTATS 2018
Product Kernel Interpolation for Scalable Gaussian Processes AISTATS 2018
Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems AISTATS 2018
Learning with Complex Loss Functions and Constraints AISTATS 2018
Structured Optimal Transport AISTATS 2018
Spectral Algorithms for Computing Fair Support Vector Machines AISTATS 2018
Corrupt Bandits for Preserving Local Privacy ALT 2018
Smooth Sensitivity Based Approach for Differentially Private PCA ALT 2018
Clustering Algorithms for the Centralized and Local Models ALT 2018
Simple Neologism Based Domain Independent Models to Predict Year of Authorship COLING 2018
Embedding WordNet Knowledge for Textual Entailment COLING 2018
Enriching Word Embeddings with Domain Knowledge for Readability Assessment COLING 2018
Adversarial Feature Adaptation for Cross-lingual Relation Classification COLING 2018