biased sampling

6 papers

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Co-occurring keywords

sampling bia (22) hierarchical bayesian model (34) data heterogeneity (112) personalized model (89) client selection (23) positive-unlabeled learning (68) partial participation (4) langevin algorithm (22) fairness auditing (15) dirichlet prior (20)

Papers

Stochastic Approximation with Biased MCMC for Expectation Maximization AISTATS 2024

Towards Understanding Biased Client Selection in Federated Learning AISTATS 2022

Faking Fairness via Stealthily Biased Sampling AAAI 2020

Class Prior Estimation with Biased Positives and Unlabeled Examples AAAI 2020

Guessing Smart: Biased Sampling for Efficient Black-Box Adversarial Attacks ICCV 2019

Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006