2 papers
cs.MS2025
Anatomy of High-Performance Column-Pivoted QR Decomposition
Maksim Melnichenko, Riley Murray, William Killian +4
We introduce an algorithmic framework for performing QR factorization with column pivoting (QRCP) on general matrices. The framework enables the design of practical QRCP algorithms…
cs.LG2025
SpikeRL: A Scalable and Energy-efficient Framework for Deep Spiking Reinforcement Learning
Tokey Tahmid, Mark Gates, Piotr Luszczek +1
In this era of AI revolution, massive investments in large-scale data-driven AI systems demand high-performance computing, consuming tremendous energy and resources. This trend rai…