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Prashant Shenoy

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Chasing Convex Functions with Long-term Constraints

Feb 21, 2024
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant Shenoy

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SODA: Protecting Proprietary Information in On-Device Machine Learning Models

Dec 22, 2023
Akanksha Atrey, Ritwik Sinha, Saayan Mitra, Prashant Shenoy

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Online Conversion with Switching Costs: Robust and Learning-Augmented Algorithms

Oct 31, 2023
Adam Lechowicz, Nicolas Christianson, Bo Sun, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant Shenoy

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SleepMore: Sleep Prediction at Scale via Multi-Device WiFi Sensing

Oct 28, 2022
Camellia Zakaria, Gizem Yilmaz, Priyanka Mammen, Michael Chee, Prashant Shenoy, Rajesh Balan

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Sustainable Computing -- Without the Hot Air

Jun 30, 2022
Noman Bashir, David Irwin, Prashant Shenoy, Abel Souza

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FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing

Feb 22, 2022
Bhawana Chhaglani, Camellia Zakaria, Adam Lechowicz, Prashant Shenoy, Jeremy Gummeson

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WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing

Apr 20, 2021
Amee Trivedi, Kate Silverstein, Emma Strubell, Prashant Shenoy

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WiSleep: Scalable Sleep Monitoring and Analytics Using Passive WiFi Sensing

Feb 07, 2021
Priyanka Mary Mammen, Camellia Zakaria, Tergel Molom-Ochir, Amee Trivedi, Prashant Shenoy, Rajesh Balan

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Preserving Privacy in Personalized Models for Distributed Mobile Services

Jan 14, 2021
Akanksha Atrey, Prashant Shenoy, David Jensen

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WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale

Jul 02, 2020
Srinivasan Iyengar, Stephen Lee, David Irwin, Prashant Shenoy, Benjamin Weil

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