A new boosting algorithm uses list-decodable codes to reduce weak-learner calls from O(log(1/ε)/γ²) to O(log(1/ε)) for XOR-closed concept classes.
39th Computational Complexity Conference (CCC 2024) , pages =
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Boosting with List-Decodable Codes
A new boosting algorithm uses list-decodable codes to reduce weak-learner calls from O(log(1/ε)/γ²) to O(log(1/ε)) for XOR-closed concept classes.