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Sudeep Pasricha

SAFELOC: Overcoming Data Poisoning Attacks in Heterogeneous Federated Machine Learning for Indoor Localization

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Nov 13, 2024
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CAFEEN: A Cooperative Approach for Energy Efficient NoCs with Multi-Agent Reinforcement Learning

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Oct 09, 2024
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A Framework for SLO, Carbon, and Wastewater-Aware Sustainable FaaS Cloud Platform Management

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Oct 09, 2024
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AI and Machine Learning Driven Indoor Localization and Navigation with Mobile Embedded Systems

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Aug 09, 2024
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Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions

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Jul 30, 2024
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ARTEMIS: A Mixed Analog-Stochastic In-DRAM Accelerator for Transformer Neural Networks

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Jul 17, 2024
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SENTINEL: Securing Indoor Localization against Adversarial Attacks with Capsule Neural Networks

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Jul 14, 2024
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OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration

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Jul 11, 2024
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Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers

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Apr 01, 2024
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Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators

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Mar 07, 2024
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