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computational-statistical gaps

8 papers

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Co-occurring keywords · papers mentioning both

sample complexity (6) low-degree polynomial (2) computational lower bound (2) sparse linear regression (2) linear function approximation (2) statistical query (2) computational complexity (2) reinforcement learning (2) phase transition (1) gaussian graphical model (1)

Papers

Computational-Statistical Gaps for Improper Learning in Sparse Linear Regression COLT 2024 Computational-Statistical Gaps in Gaussian Single-Index Models (Extended Abstract) COLT 2024 Lasso with Latents: Efficient Estimation, Covariate Rescaling, and Computational-Statistical Gaps COLT 2024 Detection-Recovery and Detection-Refutation Gaps via Reductions from Planted Clique COLT 2023 Exponential Hardness of Reinforcement Learning with Linear Function Approximation COLT 2023 Computational-Statistical Gap in Reinforcement Learning COLT 2022 Statistical and Computational Phase Transitions in Group Testing COLT 2022 More data speeds up training time in learning halfspaces over sparse vectors NeurIPS 2013