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20222026
most citedDrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations

21 citations · 21 across the 7 of their papers we have counts for

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Showing 2024Show all

2 papers · 1 filter

cs.DC2024

Accelerating Mixed-Precision Out-of-Core Cholesky Factorization with Static Task Scheduling

Jie Ren, Hatem Ltaief, Sameh Abdulah +1

This paper explores the performance optimization of out-of-core (OOC) Cholesky factorization on shared-memory systems equipped with multiple GPUs. We employ fine-grained computatio…

q-bio.GN2024

Toward Capturing Genetic Epistasis From Multivariate Genome-Wide Association Studies Using Mixed-Precision Kernel Ridge Regression

Hatem Ltaief, Rabab Alomairy, Qinglei Cao +7

We exploit the widening margin in tensor-core performance between [FP64/FP32/FP16/INT8,FP64/FP32/FP16/FP8/INT8] on NVIDIA [Ampere,Hopper] GPUs to boost the performance of output ac…