conftrace_

list-decodable learning

9 papers

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mean estimation (3) robust statistics (3) gaussian distribution (2) sparse estimation (2) byzantine resilient (1) malicious majority (1) sparse mean estimation (1) axis-aligned gaussian (1) statistical query lower bound (1) sum-of-squares method (1)

Papers

LiD-FL: Towards List-Decodable Federated Learning AAAI 2025 Robust Mixture Learning when Outliers Overwhelm Small Groups NeurIPS 2024 A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm NeurIPS 2023 First Order Stochastic Optimization with Oblivious Noise NeurIPS 2023 List-Decodable Sparse Mean Estimation NeurIPS 2022 List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering NeurIPS 2022 List-Decodable Mean Estimation in Nearly-PCA Time NeurIPS 2021 Privately Learning Mixtures of Axis-Aligned Gaussians NeurIPS 2021 List-decodable Linear Regression NeurIPS 2019