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J. Pablo Muñoz

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Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

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Apr 16, 2024
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

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Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning

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Oct 04, 2023
Sixing Yu, J. Pablo Muñoz, Ali Jannesari

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Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models

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May 19, 2023
Sixing Yu, J. Pablo Muñoz, Ali Jannesari

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Enabling NAS with Automated Super-Network Generation

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Dec 20, 2021
J. Pablo Muñoz, Nikolay Lyalyushkin, Yash Akhauri, Anastasia Senina, Alexander Kozlov, Nilesh Jain

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RHNAS: Realizable Hardware and Neural Architecture Search

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Jun 17, 2021
Yash Akhauri, Adithya Niranjan, J. Pablo Muñoz, Suvadeep Banerjee, Abhijit Davare, Pasquale Cocchini, Anton A. Sorokin, Ravi Iyer, Nilesh Jain

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