84 citations · 154 across the 12 of their papers we have counts for
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cs.AI2021★ 1 cited
Logical Credal Networks
Haifeng Qian, Radu Marinescu, Alexander Gray +5
This paper introduces Logical Credal Networks, an expressive probabilistic logic that generalizes many prior models that combine logic and probability. Given imprecise information…
cs.LG2021
An Ensemble Approach Towards Adversarial Robustness
Haifeng Qian
It is a known phenomenon that adversarial robustness comes at a cost to natural accuracy. To improve this trade-off, this paper proposes an ensemble approach that divides a complex…