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Thomas Koehler

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Machine Learning Guided Equality SaturationEGRAPHS 20252025-06-16
Equality saturation guides get generated by a small autoregressive tree transformer that decodes trees node‑by‑node with two cross‑attention encoders and…
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Slotted E-GraphsEGRAPHS 20242024-06-24
Implementation builds a new e-graph variant where e-classes are parameterized e-classes that accept slots for bound names, so renaming or removing binders…
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Achieving High-Performance the Functional Way - A Functional Pearl on Expressing High...ICFP 20202020-08-23
Functional languages RISE and ELEVATE rewrite high-level data-parallel programs into optimized low-level code, expressing tiling, fusion and loop-permutation…
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