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uniform distribution (2) pac learning (2) learning theory (2) junta distribution (1) isoperimetric inequality (1) l1 approximation (1) fourier-based learning (1) noisy query model (1) langevin sampler (1) total influence (1)

Papers

A Unified Lower Bound on the Noisy Query Complexity of Boolean Functions COLT 2026 Sampling Binary Data by Denoising through Score Functions ICML 2025 Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution NeurIPS 2018 Tight Bounds on ℓ_1 Approximation and Learning of Self-Bounding Functions ALT 2017 Learning and Testing Junta Distributions COLT 2016 Learning Using Local Membership Queries COLT 2013