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ORCIDSandeep Singh Sandha
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2020 – today
- 2024
[j5]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)- 2023
- [c19]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 - [c18]Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava:
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. IoTDI 2023: 144-157 - [c17]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 - [i9]Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava:
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. CoRR abs/2304.04356 (2023) - 2022
- [b1]Sandeep Singh Sandha:
Learning-enabled Cyber-Physical Systems: Challenges and Strategies. University of California, Los Angeles, USA, 2022 - [j4]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) - [j3]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) - [c16]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 - [c15]Ragini Gupta, Bo Chen, Shengzhong Liu, Tianshi Wang, Sandeep Singh Sandha, Abel Souza, Klara Nahrstedt, Tarek F. Abdelzaher, Mani B. Srivastava, Prashant J. Shenoy, Jeffrey Smith, Maggie B. Wigness, Niranjan Suri:
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows. ApPLIED@PODC 2022: 15-23 - [i8]Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava:
Machine Learning for Microcontroller-Class Hardware - A Review. CoRR abs/2205.14550 (2022) - 2021
- [c14]Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava:
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. CogMI 2021: 262-271 - 2020
- [c13]Sandeep Singh Sandha, Luis Garcia, Bharathan Balaji, Fatima M. Anwar, Mani B. Srivastava:
Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays. CoRL 2020: 1066-1083 - [c12]Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava:
Mango: A Python Library for Parallel Hyperparameter Tuning. ICASSP 2020: 3987-3991 - [c11]Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava:
Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms. IoTDI 2020: 149-156 - [c10]Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal:
Building an Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and Application to Assess Impact of Large Religious Gatherings. PerCom Workshops 2020: 1-6 - [i7]Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava:
MANGO: A Python Library for Parallel Hyperparameter Tuning. CoRR abs/2005.11394 (2020) - [i6]Bo-Jhang Ho, Bharathan Balaji, Mehmet Köseoglu, Sandeep Sandha, Siyou Pei, Mani B. Srivastava:
Quick Question: Interrupting Users for Microtasks with Reinforcement Learning. CoRR abs/2007.09515 (2020)
2010 – 2019
- 2019
- [j2]Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava:
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. Proc. VLDB Endow. 12(12): 1854-1857 (2019) - [c9]Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava:
Exploiting Smartphone Peripherals for Precise Time Synchronization. GlobalSIP 2019: 1-6 - [c8]Joseph Noor, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava:
DDFLOW visualized declarative programming for heterogeneous IoT networks on Heliot testbed platform: demo abstract. IoTDI 2019: 287-288 - [c7]Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava:
Exploiting Smartphone Peripherals for Precise Time Synchronization. ISPCS 2019: 1-6 - [c6]Akash Deep Singh, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava:
RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar. mmNets 2019: 51-56 - 2018
- [c5]Jeya Vikranth Jeyakumar, Eun Sun Lee, Zhengxu Xia, Sandeep Singh Sandha, Nathan Tausik, Mani B. Srivastava:
Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition. UbiComp/ISWC Adjunct 2018: 1606-1615 - [c4]Tianwei Xing, Sandeep Singh Sandha, Bharathan Balaji, Supriyo Chakraborty, Mani B. Srivastava:
Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition. EdgeSys@MobiSys 2018: 37-42 - 2017
- [c3]Jason Koh, Sandeep Sandha, Bharathan Balaji, Daniel Crawl, Ilkay Altintas, Rajesh K. Gupta, Mani B. Srivastava:
Data Hub Architecture for Smart Cities. SenSys 2017: 77:1-77:2 - [i5]Sandeep Singh Sandha, Biplav Srivastava, Sukanya Randhawa:
The GangaWatch Mobile App to Enable Usage of Water Data in Every Day Decisions Integrating Historical and Real-time Sensing Data. CoRR abs/1701.08212 (2017) - [i4]Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi:
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress. CoRR abs/1707.04364 (2017) - [i3]Sandeep Sandha, Xin Xu, Yue Xin, Zhehan Li:
Real-time Log Query Interface for large datasets using Apache Spark. CoRR abs/1709.08001 (2017) - [i2]Sandeep Singh Sandha:
StreetX: Spatio-Temporal Access Control Model for Data. CoRR abs/1711.03955 (2017) - 2016
- [c2]Sukanya Randhawa, Sandeep Singh Sandha, Biplav Srivastava:
A Multi-sensor Process for In-Situ Monitoring of Water Pollution in Rivers or Lakes for High-Resolution Quantitative and Qualitative Water Quality Data. CSE/EUC/DCABES 2016: 122-129 - [i1]Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal:
An Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and its Application to Understand Impact of Large Religious Gathering. CoRR abs/1612.05626 (2016) - 2015
- [j1]Vaskar Raychoudhury, Shikhar Shrivastav, Sandeep Singh Sandha, Jiannong Cao:
CROWD-PAN-360: Crowdsourcing Based Context-Aware Panoramic Map Generation for Smartphone Users. IEEE Trans. Parallel Distributed Syst. 26(8): 2208-2219 (2015) - 2014
- [c1]Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel:
Mobile health application for early disease outbreak-period detection. Healthcom 2014: 483-488
Coauthor Index
aka: Mani B. Srivastava
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