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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)

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
Argotario: Computational Argumentation Meets Serious Games EMNLP 2017
The Price of Differential Privacy for Online Learning ICML 2017
Differentially Private Clustering in High-Dimensional Euclidean Spaces ICML 2017
Globally Induced Forest: A Prepruning Compression Scheme ICML 2017
Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models ICML 2017
Robust Submodular Maximization: A Non-Uniform Partitioning Approach ICML 2017
Adaptive Neural Networks for Efficient Inference ICML 2017
Clustering High Dimensional Dynamic Data Streams ICML 2017
Deep Tensor Convolution on Multicores ICML 2017
Priv’IT: Private and Sample Efficient Identity Testing ICML 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017
Stochastic Generative Hashing ICML 2017
Logarithmic Time One-Against-Some ICML 2017
Coresets for Vector Summarization with Applications to Network Graphs ICML 2017
Efficient softmax approximation for GPUs ICML 2017
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices ICML 2017
DARLA: Improving Zero-Shot Transfer in Reinforcement Learning ICML 2017
Fairness in Reinforcement Learning ICML 2017
Efficient Nonmyopic Active Search ICML 2017
StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent ICML 2017
Differentially Private Chi-squared Test by Unit Circle Mechanism ICML 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations ICML 2017
Meritocratic Fairness for Cross-Population Selection ICML 2017