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Nilesh Jain

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search

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Apr 16, 2024
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Mem-Rec: Memory Efficient Recommendation System using Alternative Representation

May 15, 2023
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Streaming Encoding Algorithms for Scalable Hyperdimensional Computing

Sep 28, 2022
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Evolving Zero Cost Proxies For Neural Architecture Scoring

Sep 15, 2022
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Enabling NAS with Automated Super-Network Generation

Dec 20, 2021
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RHNAS: Realizable Hardware and Neural Architecture Search

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Jun 17, 2021
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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization

Jun 14, 2021
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