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Ran Gilad-Bachrach

The Intelligible and Effective Graph Neural Additive Networks

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Jun 03, 2024
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Tighter Bounds on the Information Bottleneck with Application to Deep Learning

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Feb 12, 2024
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Graph Neural Networks Use Graphs When They Shouldn't

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Sep 08, 2023
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The Case Against Explainability

May 20, 2023
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Graph Trees with Attention

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Jul 06, 2022
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Inherent Inconsistencies of Feature Importance

Jun 16, 2022
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Break your Bandit Routine with LSD Rewards: a Last Switch Dependent Analysis of Satiation and Seasonality

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Oct 22, 2021
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Robust Model Compression Using Deep Hypotheses

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Mar 13, 2021
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Marginal Contribution Feature Importance -- an Axiomatic Approach for The Natural Case

Oct 15, 2020
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Algorithmic Rewriting of Health-Related Ads to Improve their Performance

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Nov 03, 2019
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