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20152022
most citedA Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks

40 citations · 45 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2022★ 3 cited

How Robust is your Fair Model? Exploring the Robustness of Diverse Fairness Strategies

Edward Small, Wei Shao, Zeliang Zhang +4

With the introduction of machine learning in high-stakes decision making, ensuring algorithmic fairness has become an increasingly important problem to solve. In response to this,…

cs.LG2022★ 1 cited

Sample-Efficient, Exploration-Based Policy Optimisation for Routing Problems

Nasrin Sultana, Jeffrey Chan, Tabinda Sarwar +1

Model-free deep-reinforcement-based learning algorithms have been applied to a range of COPs~\cite{bello2016neural}~\cite{kool2018attention}~\cite{nazari2018reinforcement}. However…