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Li-Yang Tan

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Conference Jul 2026

Boosting with List-Decodable Codes

This work presents a new boosting algorithm that, for any class $\mathcal{F}$ closed under $O(\log \frac{1}{\gamma})$-XOR, strong learns $\mathcal{F}$ using $O(\log \frac{1}{\epsilon})$ calls to a $\gamma$-advantage weak learner and a single batch of $\tilde{O}(\log(\frac{1}{\epsilon

Addison Prairie, Li-Yang Tan · 0 citations