105 citations · 149 across the 6 of their papers we have counts for
Showing cs.PLShow all
2 papers · 1 filter
cs.PL2021★ 26 cited
Pure Tensor Program Rewriting via Access Patterns (Representation Pearl)
Gus Henry Smith, Andrew Liu, Steven Lyubomirsky +5
Tensor kernels in machine learning (ML) often correspond to pure mathematical expressions, making term rewriting an attractive strategy for optimization and mapping to specialized…
cs.PL2018★ 105 cited
Relay: A New IR for Machine Learning Frameworks
Jared Roesch, Steven Lyubomirsky, Logan Weber +4
Machine learning powers diverse services in industry including search, translation, recommendation systems, and security. The scale and importance of these models require that they…