133 citations · 258 across the 7 of their papers we have counts for
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cs.LG2021
Autotuning PolyBench Benchmarks with LLVM Clang/Polly Loop Optimization Pragmas Using Bayesian Optimization (extended version)
Xingfu Wu, Michael Kruse, Prasanna Balaprakash +4
In this paper, we develop a ytopt autotuning framework that leverages Bayesian optimization to explore the parameter space search and compare four different supervised learning met…
cs.LG2021★ 3 cited
Report of the Workshop on Program Synthesis for Scientific Computing
Hal Finkel, Ignacio Laguna
Program synthesis is an active research field in academia, national labs, and industry. Yet, work directly applicable to scientific computing, while having some impressive successe…