45 citations · 92 across the 19 of their papers we have counts for
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cs.LG2023
Mixing predictions for online metric algorithms
Antonios Antoniadis, Christian Coester, Marek Eliáš +2
A major technique in learning-augmented online algorithms is combining multiple algorithms or predictors. Since the performance of each predictor may vary over time, it is desirabl…
cs.LG2021★ 3 cited
Robust Learning-Augmented Caching: An Experimental Study
Jakub Chłędowski, Adam Polak, Bartosz Szabucki +1
Effective caching is crucial for the performance of modern-day computing systems. A key optimization problem arising in caching -- which item to evict to make room for a new item -…