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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)

BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback UAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
Domain Generalization via Multidomain Discriminant Analysis UAI 2019
Deep Mixture of Experts via Shallow Embedding UAI 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019
Wasserstein Fair Classification UAI 2019
Social Reinforcement Learning to Combat Fake News Spread UAI 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NIPS 2018
KDGAN: Knowledge Distillation with Generative Adversarial Networks NIPS 2018
Adaptive Sampling Towards Fast Graph Representation Learning NIPS 2018
Learning SMaLL Predictors NIPS 2018
Unsupervised Adversarial Invariance NIPS 2018
One-Shot Unsupervised Cross Domain Translation NIPS 2018
On gradient regularizers for MMD GANs NIPS 2018
Differentially Private Bayesian Inference for Exponential Families NIPS 2018
Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer NIPS 2018
Enhancing the Accuracy and Fairness of Human Decision Making NIPS 2018
Binary Rating Estimation with Graph Side Information NIPS 2018
Learning to Specialize with Knowledge Distillation for Visual Question Answering NIPS 2018
Empirical Risk Minimization in Non-interactive Local Differential Privacy Revisited NIPS 2018
Generalized Zero-Shot Learning with Deep Calibration Network NIPS 2018
SNIPER: Efficient Multi-Scale Training NIPS 2018
A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication NIPS 2018
Learning towards Minimum Hyperspherical Energy NIPS 2018