1 citations · 2 across the 3 of their papers we have counts for
4 papers
Assessing GPT Performance in a Proof-Based University-Level Course Under Blind Grading
Ming Ding, Rasmus Kyng, Federico Solda +1
As large language models (LLMs) advance, their role in higher education, particularly in free-response problem-solving, requires careful examination. This study assesses the perfor…
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory
Nikola Zubić, Federico Soldá, Aurelio Sulser +1
Despite their successes, deep learning models struggle with tasks requiring complex reasoning and function composition. We present a theoretical and empirical investigation into th…
Scalar and Matrix Chernoff Bounds from -Independence
Tali Kaufman, Rasmus Kyng, Federico Soldá
We present new scalar and matrix Chernoff-style concentration bounds for a broad class of probability distributions over the binary hypercube . Motivated by recent tools…
Coreset-based Strategies for Robust Center-type Problems
Andrea Pietracaprina, Geppino Pucci, Federico Soldà
Given a dataset of points from some metric space, the popular -center problem requires to identify a subset of points (centers) in minimizing the maximum distance of…