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cs.DC2026
Flash-SD-KDE: Accelerating SD-KDE with Tensor Cores
Elliot L. Epstein, Rajat Vadiraj Dwaraknath, John Winnicki
Score-debiased kernel density estimation (SD-KDE) achieves improved asymptotic convergence rates over classical KDE, but its use of an empirical score has made it significantly slo…
cs.DL2026
Allocate Marginal Reviews to Borderline Papers Using LLM Comparative Ranking
Elliot L. Epstein, Rajat Dwaraknath, John Winnicki +1
This paper argues that large ML conferences should allocate marginal review capacity primarily to papers near the acceptance boundary, rather than spreading extra reviews via rando…