24 citations · 97 across the 26 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.ML2017★ 1 cited
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification
Frederic Sala, Shahroze Kabir, Guy Van den Broeck +1
After being trained, classifiers must often operate on data that has been corrupted by noise. In this paper, we consider the impact of such noise on the features of binary classifi…