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Sandha, Sandeep Singh
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1

LocoMote: AI-Driven Sensor Tags for Fine-Grained Undersea L..:

Saha, Swapnil Sayan ; Davis, Caden ; Sandha, Sandeep Singh...
IEEE Sensors Journal.  24 (2024)  10 - p. 16999-17018 , 2024
Link: https://doi.org/10.1109/..
 
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2

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Lear..:

Saha, Swapnil Sayan ; Sandha, Sandeep Singh ; Aggarwal, Mohit...
ACM Transactions on Embedded Computing Systems.  23 (2024)  3 - p. 1-48 , 2024
Link: https://doi.org/10.1145/..
 
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3

Neural-Kalman GNSS/INS Navigation for Precision Agriculture:

, In: 2023 IEEE International Conference on Robotics and Automation (ICRA),
Du, Yayun ; Saha, Swapnil Sayan ; Sandha, Sandeep Singh... - p. 9622-9629 , 2023
Link: https://doi.org/10.1109/..
 
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4

Inertial Navigation on Extremely Resource-Constrained Platf..:

, In: 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS),
Saha, Swapnil Sayan ; Du, Yayun ; Sandha, Sandeep Singh... - p. 708-723 , 2023
Link: https://doi.org/10.1109/..
 
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5

Eagle: End-to-end Deep Reinforcement Learning based Autonom..:

, In: Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation,
Sandha, Sandeep Singh ; Balaji, Bharathan ; Garcia, Luis. - p. 144-157 , 2023
Link: https://dl.acm.org/doi/1..
 
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6

Auritus: An Open-Source Optimization Toolkit for Training a..:

Saha, Swapnil Sayan ; Sandha, Sandeep Singh ; Pei, Siyou...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.  6 (2022)  2 - p. 1-34 , 2022
Link: https://doi.org/10.1145/..
 
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7

DARTS: Distributed IoT Architecture for Real-Time, Resilien..:

, In: Proceedings of the 2022 Workshop on Advanced tools, programming languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems,
Gupta, Ragini ; Chen, Bo ; Liu, Shengzhong... - p. 15-23 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigati..:

Saha, Swapnil Sayan ; Sandha, Sandeep Singh ; Garcia, Luis Antonio.
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies.  6 (2022)  2 - p. 1-32 , 2022
Link: https://doi.org/10.1145/..
 
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9

Excerpt of Auritus: An Open-Source Optimization Toolkit for..:

, In: Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers,
Saha, Swapnil Sayan ; Sandha, Sandeep Singh ; Pei, Siyou... - p. 252-253 , 2022
Link: https://dl.acm.org/doi/1..
 
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10

Enabling Hyperparameter Tuning of Machine Learning Classifi..:

, In: 2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI),
Sandha, Sandeep Singh ; Aggarwal, Mohit ; Saha, Swapnil Sayan. - p. 262-271 , 2021
Link: https://doi.org/10.1109/..
 
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11

Time Awareness in Deep Learning-Based Multimodal Fusion Acr..:

, In: 2020 IEEE/ACM Fifth International Conference on Internet-of-Things Design and Implementation (IoTDI),
Sandha, Sandeep Singh ; Noor, Joseph ; Anwar, Fatima M.. - p. 149-156 , 2020
Link: https://doi.org/10.1109/..
 
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12

Deep Convolutional Bidirectional LSTM for Complex Activity ..:

, In: Human Activity Recognition Challenge; Smart Innovation, Systems and Technologies,
Saha, Swapnil Sayan ; Sandha, Sandeep Singh ; Srivastava, Mani - p. 39-53 , 2020
Link: https://doi.org/10.1007/..
 
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13

Building an Open, Multi-Sensor, Dataset of Water Pollution ..:

, In: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops),
Srivastava, Biplav ; Sandha, Sandeep Singh ; Raychoudhury, Vaskar... - p. 1-6 , 2020
Link: https://doi.org/10.1109/..
 
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14

Mango: A Python Library for Parallel Hyperparameter Tuning:

, In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Sandha, Sandeep Singh ; Aggarwal, Mohit ; Fedorov, Igor. - p. 3987-3991 , 2020
Link: https://doi.org/10.1109/..
 
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15

In-database distributed machine learning: demonstration usi..:

Sandha, Sandeep Singh ; Cabrera, Wellington ; Al-Kateb, Mohammed..
Proceedings of the VLDB Endowment.  12 (2019)  12 - p. 1854-1857 , 2019
Link: https://doi.org/10.14778..
 
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