Laura Lewis
@laura-lewis.bsky.social
Quantum Information
PhD Student at UC Berkeley
Previous Marshall Scholar (CS ‘25 at Edinburgh, Math ‘24 at Cambridge)
Previously Math + CS Undergrad at Caltech ‘23
PhD Student at UC Berkeley
Previous Marshall Scholar (CS ‘25 at Edinburgh, Math ‘24 at Cambridge)
Previously Math + CS Undergrad at Caltech ‘23
With Dar Gilboa and Jarrod McClean, we prove a new quantum advantage for learning periodic neurons in the quantum statistical query model!
arxiv.org/pdf/2503.20879
The hardness of this problem was studied long before this work by classical learning theorists. 🔎
arxiv.org/pdf/2503.20879
The hardness of this problem was studied long before this work by classical learning theorists. 🔎
March 28, 2025 at 9:14 PM
With Dar Gilboa and Jarrod McClean, we prove a new quantum advantage for learning periodic neurons in the quantum statistical query model!
arxiv.org/pdf/2503.20879
The hardness of this problem was studied long before this work by classical learning theorists. 🔎
arxiv.org/pdf/2503.20879
The hardness of this problem was studied long before this work by classical learning theorists. 🔎