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cs.LG2026
Logit Distillation on Manifolds: Mapping by Learning
Yiru Yang, Junling Wang, Nishant Kumar Singh +2
A simple way to improve the performance of almost any machine learning model is not to train a single but several models with diverse algorithms which will make slightly distinct k…
cs.LG2026
FastKernels: Benchmarking GPU Kernel Generation in Production
Gabriele Oliaro, Yichao Fu, May Jiang +5
LLM-based agents for GPU kernel generation are advancing rapidly, yet their progress is fundamentally constrained by the benchmarks they optimize against. Existing benchmarks are p…