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Chris Jermaine

Rice University

Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation

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May 24, 2024
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Federated Learning Over Images: Vertical Decompositions and Pre-Trained Backbones Are Difficult to Beat

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Sep 06, 2023
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Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning

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Jun 07, 2023
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Tuning Models of Code with Compiler-Generated Reinforcement Learning Feedback

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May 25, 2023
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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout

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Oct 28, 2022
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LOFT: Finding Lottery Tickets through Filter-wise Training

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Oct 28, 2022
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Neural Program Generation Modulo Static Analysis

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Nov 22, 2021
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Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier

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Jan 03, 2021
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Tensor Relational Algebra for Machine Learning System Design

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Oct 01, 2020
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Meta-Meta-Classification for One-Shot Learning

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May 12, 2020
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