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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)

Differentially Private Community Detection in Attributed Social Networks ACML 2019
Learning to Augment with Feature Side-information ACML 2019
$\mathcal{X}$-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks ACML 2019
Zero-shot Domain Adaptation Based on Attribute Information ACML 2019
Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification ACML 2019
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019
Optimal Noise-Adding Mechanism in Additive Differential Privacy AISTATS 2019
Risk-Averse Stochastic Convex Bandit AISTATS 2019
Boosting Transfer Learning with Survival Data from Heterogeneous Domains AISTATS 2019
Towards a Theoretical Understanding of Hashing-Based Neural Nets AISTATS 2019
Efficient Linear Bandits through Matrix Sketching AISTATS 2019
KAMA-NNs: Low-dimensional Rotation Based Neural Networks AISTATS 2019
Sketching for Latent Dirichlet-Categorical Models AISTATS 2019
Distributionally Robust Submodular Maximization AISTATS 2019
Support and Invertibility in Domain-Invariant Representations AISTATS 2019
On Connecting Stochastic Gradient MCMC and Differential Privacy AISTATS 2019
On Target Shift in Adversarial Domain Adaptation AISTATS 2019
Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019
Linear Queries Estimation with Local Differential Privacy AISTATS 2019
Optimal Transport for Multi-source Domain Adaptation under Target Shift AISTATS 2019
Attenuating Bias in Word vectors AISTATS 2019
Hadamard Response: Estimating Distributions Privately, Efficiently, and with Little Communication AISTATS 2019
Towards Efficient Data Valuation Based on the Shapley Value AISTATS 2019
Lagrange Coded Computing: Optimal Design for Resiliency, Security, and Privacy AISTATS 2019
Subsampled Renyi Differential Privacy and Analytical Moments Accountant AISTATS 2019