ArXiv TLDR

Manolis Zampetakis

2 papers · Latest:

Statistical Machine Learning

What is Learnable in Valiant's Theory of the Learnable?

This paper characterizes learnability in Valiant's original model, showing membership queries expand learnable classes and providing a new algorithm for halfspaces.

2605.13840
Statistical Machine Learning

A Note on Non-Negative $L_1$-Approximating Polynomials

This paper proves the existence of non-negative $L_1$-approximating polynomials for Gaussian distributions, matching optimal degree bounds.

2605.08072

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