2 papers
cs.LG2025
HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class
James V. Roggeveen, Erik Y. Wang, Will Flintoft +42
Large language models (LLMs) have shown remarkable progress in mathematical problem-solving, but evaluation has largely focused on problems that have exact analytical solutions or…
quant-ph2024
Circumventing Traps in Analog Quantum Machine Learning Algorithms Through Co-Design
Rodrigo Araiza Bravo, Jorge Garcia Ponce, Hong-ye Hu +1
Quantum machine learning QML algorithms promise to deliver near-term, applicable quantum computation on noisy, intermediate-scale systems. While most of these algorithms leverage q…