Lakshmish Ramaswamy
University of Georgia
H-index: 27
North America-United States
Top articles of Lakshmish Ramaswamy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Self-Supervised Skin Lesion Segmentation: An Annotation-Free Approach | Mathematics | Abdulrahman Gharawi Mohammad D Alahmadi Lakshmish Ramaswamy | 2023/9/5 |
Modular Deep Learning for Big Data: Motivation, Challenges, and Approaches | Samiyuru Menik Lakshmish Ramaswamy | 2023/12/15 | |
Reaching for the sky: Maximizing deep learning inference throughput on edge devices with ai multi-tenancy | ACM Transactions on Internet Technology | Jianwei Hao Piyush Subedi Lakshmish Ramaswamy In Kee Kim | 2023/2/24 |
F4D: Factorized 4D Convolutional Neural Network for Efficient Video-level Representation Learning | arXiv preprint arXiv:2401.08609 | Mohammad Al-Saad Lakshmish Ramaswamy Suchendra Bhandarkar | 2023/11/28 |
Towards modular machine learning solution development: Benefits and trade-offs | arXiv preprint arXiv:2301.09753 | Samiyuru Menik Lakshmish Ramaswamy | 2023/1/23 |
DynaES: Dynamic Energy Scheduling for Energy Harvesting Environmental Sensors | Jianwei Hao Emmanuel Oni In Kee Kim Lakshmish Ramaswamy | 2023/11/17 | |
Cost-Aware Ensemble Learning Approach for Overcoming Noise in Labeled Data. | Abdulrahman Ahmed Gharawi Jumana Alsubhi Lakshmish Ramaswamy | 2023 | |
Toward Low-Cost and Sustainable IoT Systems for Soil Monitoring in Coastal Wetlands | Jianwei Hao Rajneesh Sharma Mary B Fleming In Kee Kim Deepak R Mishra | 2023/11/1 | |
Continual Optimization of In-Production Machine Learning Systems Through Semantic Analysis of User Feedback. | Hemadri Jayalath Ghadeer I Yassin Lakshmish Ramaswamy Sheng Li | 2023 | |
Harvesting Security: A Semantically Enriched Access Control Architecture for Smart Farms | Ghadeer I Yassin Lakshmish Ramaswamy | 2023/11/1 | |
SECOE: Alleviating sensors failure in machine learning-coupled IoT systems | Yousef AlShehri Lakshmish Ramaswamy | 2022/12/12 | |
Impact of Labeling Noise on Machine Learning: A Cost-aware Empirical Study | Abdulrahman Ahmed Gharawi Jumana Alsubhi Lakshmish Ramaswamy | 2022/12/12 | |
Enhancing Performance of Operationalized Machine Learning Models by Analyzing User Feedback | Hemadri Jayalath Lakshmish Ramaswamy | 2022/3/18 | |
Effective & Efficient Access Control in Smart Farms: Opportunities, Challenges & Potential Approaches. | Ghadeer I Yassin Lakshmish Ramaswamy | 2022 | |
DTEx: A dynamic urban thermal exposure index based on human mobility patterns | Environment International | Yanzhe Yin Andrew Grundstein Deepak R Mishra Lakshmish Ramaswamy Navid Hashemi Tonekaboni | 2021/10/1 |
AI multi-tenancy on edge: Concurrent deep learning model executions and dynamic model placements on edge devices | Piyush Subedi Jianwei Hao In Kee Kim Lakshmish Ramaswamy | 2021/9/5 | |
Towards a robust knowledge graph-enabled machine learning service description framework | Samiyuru Menik Lakshmish Ramaswamy | 2021/1/27 | |
Privacy Vulnerabilities of Wearable Activity Monitors: Threat and Potential Defence | Mohammad Al-Saad Madeleine Lucas Lakshmish Ramaswamy | 2021/12/13 | |
Towards Efficient and Real-Time Human Activity Recognition Using Wearable Sensors: A Shapelet-Based Pattern Matching Approach | Delaram Yazdansepas Nitin Saroha Lakshmish Ramaswamy Khaled Rasheed | 2020 | |
Characterizing resource heterogeneity in edge devices for deep learning inferences | Jianwei Hao Piyush Subedi In Kee Kim Lakshmish Ramaswamy | 2021/6/21 |
Co-Authors
