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cs.DS2023
Nearly Tight Bounds For Differentially Private Min - and Multiway Cut
Mina Dalirrooyfard, Slobodan Mitrović, Yuriy Nevmyvaka
Finding min - cuts in graphs is a basic algorithmic tool with applications in image segmentation, community detection, reinforcement learning, and data clustering. In this pr…
cs.LG2023
Learning to Abstain From Uninformative Data
Yikai Zhang, Songzhu Zheng, Mina Dalirrooyfard +5
Learning and decision-making in domains with naturally high noise-to-signal ratio, such as Finance or Healthcare, is often challenging, while the stakes are very high. In this pape…