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ORCIDSwapnil Sayan Saha
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Books and Theses
- 2023
[b1]Swapnil Sayan Saha:
Physics-Aware Tiny Machine Learning. University of California, Los Angeles, USA, 2023
Journal Articles
- 2024
- [j4]Swapnil Sayan Saha
, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava:
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning. ACM Trans. Embed. Comput. Syst. 23(3): 43:1-43:48 (2024) - 2022
- [j3]Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava:
Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 70:1-70:34 (2022) - [j2]Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava:
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 71:1-71:32 (2022) - 2018
- [j1]Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tarek Bin Zahid, A. K. M. Mahfuzul Islam, Md. Atiqur Rahman Ahad:
Feature Extraction, Performance Analysis and System Design Using the DU Mobility Dataset. IEEE Access 6: 44776-44786 (2018)
Conference and Workshop Papers
- 2023
- [c7]Mahesh Chowdhary, Swapnil Sayan Saha:
On-Sensor Online Learning and Classification Under 8 KB Memory. FUSION 2023: 1-8 - [c6]Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava:
Neural-Kalman GNSS/INS Navigation for Precision Agriculture. ICRA 2023: 9622-9629 - [c5]Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava:
Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges. PLANS 2023: 708-723 - 2022
- [c4]Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava:
Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables. UbiComp/ISWC Adjunct 2022: 252-253 - 2021
- [c3]Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava:
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. CogMI 2021: 262-271 - 2019
- [c2]Swapnil Sayan Saha, Shafizur Rahman, Zarin Rezwana Ridita Haque, Tahera Hossain, Sozo Inoue, Md Atiqur Rahman Ahad:
Position independent activity recognition using shallow neural architecture and empirical modeling. UbiComp/ISWC Adjunct 2019: 808-813 - 2018
- [c1]Swapnil Sayan Saha, Shafizur Rahman, Miftahul Jannat Rasna, Tahera Hossain, Sozo Inoue, Md. Atiqur Rahman Ahad:
Supervised and Neural Classifiers for Locomotion Analysis. UbiComp/ISWC Adjunct 2018: 1563-1570
Informal and Other Publications
- 2022
- [i1]Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava:
Machine Learning for Microcontroller-Class Hardware - A Review. CoRR abs/2205.14550 (2022)
Coauthor Index
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