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Alex Gittens

PEEL the Layers and Find Yourself: Revisiting Inference-time Data Leakage for Residual Neural Networks

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Apr 08, 2025
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Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion

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Oct 01, 2024
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Exploiting the Data Gap: Utilizing Non-ignorable Missingness to Manipulate Model Learning

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Sep 06, 2024
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Iterative thresholding for non-linear learning in the strong $\varepsilon$-contamination model

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Sep 05, 2024
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Aligners: Decoupling LLMs and Alignment

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Mar 11, 2024
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Improving Neural Ranking Models with Traditional IR Methods

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Aug 29, 2023
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A Cross-Domain Evaluation of Approaches for Causal Knowledge Extraction

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Aug 07, 2023
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Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning

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May 31, 2023
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Reduced Label Complexity For Tight $\ell_2$ Regression

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May 12, 2023
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Word Sense Induction with Knowledge Distillation from BERT

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Apr 20, 2023
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