9 citations · 38 across the 16 of their papers we have counts for
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stat.ML2021★ 3 cited
A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries
Antonio Vergari, YooJung Choi, Anji Liu +2
Circuit representations are becoming the lingua franca to express and reason about tractable generative and discriminative models. In this paper, we show how complex inference scen…
stat.ML2018
"Why Should I Trust Interactive Learners?" Explaining Interactive Queries of Classifiers to Users
Stefano Teso, Kristian Kersting
Although interactive learning puts the user into the loop, the learner remains mostly a black box for the user. Understanding the reasons behind queries and predictions is importan…
stat.ML2016
Constructive Preference Elicitation by Setwise Max-margin Learning
Stefano Teso, Andrea Passerini, Paolo Viappiani
In this paper we propose an approach to preference elicitation that is suitable to large configuration spaces beyond the reach of existing state-of-the-art approaches. Our setwise…