conftrace_

testable learning

9 papers

Explore in graph

Co-occurring keywords · papers mentioning both

gaussian distribution (3) moment matching (3) distribution shift (3) intersection of halfspace (2) adversarial label noise (2) massart noise (2) robust learning (2) halfspace classification (2) halfspace learning (2) agnostic learning (2)

Papers

Testing Noise Assumptions of Learning Algorithms COLT 2026 An Efficient Tester-Learner for Halfspaces ICLR 2024 Efficient Discrepancy Testing for Learning with Distribution Shift NeurIPS 2024 Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds COLT 2024 Testable Learning of General Halfspaces with Adversarial Label Noise COLT 2024 Testable Learning with Distribution Shift COLT 2024 Testably Learning Polynomial Threshold Functions NeurIPS 2024 Efficient Testable Learning of Halfspaces with Adversarial Label Noise NeurIPS 2023 Tester-Learners for Halfspaces: Universal Algorithms NeurIPS 2023