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Nilesh Jain

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Mem-Rec: Memory Efficient Recommendation System using Alternative Representation

May 15, 2023
Gopi Krishna Jha, Anthony Thomas, Nilesh Jain, Sameh Gobriel, Tajana Rosing, Ravi Iyer

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Streaming Encoding Algorithms for Scalable Hyperdimensional Computing

Sep 28, 2022
Anthony Thomas, Behnam Khaleghi, Gopi Krishna Jha, Sanjoy Dasgupta, Nageen Himayat, Ravi Iyer, Nilesh Jain, Tajana Rosing

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Evolving Zero Cost Proxies For Neural Architecture Scoring

Sep 15, 2022
Yash Akhauri, J. Pablo Munoz, Nilesh Jain, Ravi Iyer

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Enabling NAS with Automated Super-Network Generation

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

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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Neuroevolution-Enhanced Multi-Objective Optimization for Mixed-Precision Quantization

Jun 14, 2021
Santiago Miret, Vui Seng Chua, Mattias Marder, Mariano Phielipp, Nilesh Jain, Somdeb Majumdar

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