Sandeep Singh Sandha

According to our database, Sandeep Singh Sandha authored at least 31 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning.

Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava

ACM Trans. Embed. Comput. Syst., May, 2024

2023

Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges.

Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava

Proceedings of the IEEE/ION Position, Location and Navigation Symposium, 2023

Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras.

Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Neural-Kalman GNSS/INS Navigation for Precision Agriculture.

Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Learning-enabled Cyber-Physical Systems: Challenges and Strategies

Sandeep Singh Sandha

PhD thesis, 2022

Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.

Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation.

Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Machine Learning for Microcontroller-Class Hardware - A Review.

Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava

CoRR, 2022

DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows.

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

Proceedings of the ApPLIED '22: Proceedings of the 2022 Workshop on Advanced tools, 2022

Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.

Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

2021

Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production.

Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava

Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021

2020

Quick Question: Interrupting Users for Microtasks with Reinforcement Learning.

Bo-Jhang Ho, Bharathan Balaji, Mehmet Köseoglu, Sandeep Sandha, Siyou Pei, Mani B. Srivastava

CoRR, 2020

Building an Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and Application to Assess Impact of Large Religious Gatherings.

Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms.

Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava

Proceedings of the Fifth IEEE/ACM International Conference on Internet-of-Things Design and Implementation, 2020

Mango: A Python Library for Parallel Hyperparameter Tuning.

Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays.

Sandeep Singh Sandha, Luis Garcia, Bharathan Balaji, Fatima M. Anwar, Mani B. Srivastava

Proceedings of the 4th Conference on Robot Learning, 2020

2019

In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine.

Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava

Proc. VLDB Endow., 2019

RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar.

Akash Deep Singh, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava

Proceedings of the 3rd ACM Workshop on Millimeter-wave Networks and Sensing Systems, 2019

DDFLOW visualized declarative programming for heterogeneous IoT networks on Heliot testbed platform: demo abstract.

Joseph Noor, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

Exploiting Smartphone Peripherals for Precise Time Synchronization.

Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2018

Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition.

Tianwei Xing, Sandeep Singh Sandha, Bharathan Balaji, Supriyo Chakraborty, Mani B. Srivastava

Proceedings of the 1st International Workshop on Edge Systems, Analytics and Networking, 2018

Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition.

Jeya Vikranth Jeyakumar, Eun Sun Lee, Zhengxu Xia, Sandeep Singh Sandha, Nathan Tausik, Mani B. Srivastava

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

StreetX: Spatio-Temporal Access Control Model for Data.

Sandeep Singh Sandha

CoRR, 2017

Real-time Log Query Interface for large datasets using Apache Spark.

Sandeep Sandha, Xin Xu, Yue Xin, Zhehan Li

CoRR, 2017

The GangaWatch Mobile App to Enable Usage of Water Data in Every Day Decisions Integrating Historical and Real-time Sensing Data.

Sandeep Singh Sandha, Biplav Srivastava, Sukanya Randhawa

CoRR, 2017

Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress.

Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi

CoRR, 2017

Data Hub Architecture for Smart Cities.

Jason Koh, Sandeep Sandha, Bharathan Balaji, Daniel Crawl, Ilkay Altintas, Rajesh K. Gupta, Mani B. Srivastava

Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 2017

2016

An Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and its Application to Understand Impact of Large Religious Gathering.

Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal

CoRR, 2016

A Multi-sensor Process for In-Situ Monitoring of Water Pollution in Rivers or Lakes for High-Resolution Quantitative and Qualitative Water Quality Data.

Sukanya Randhawa, Sandeep Singh Sandha, Biplav Srivastava

Proceedings of the 2016 IEEE Intl Conference on Computational Science and Engineering, 2016

2015

CROWD-PAN-360: Crowdsourcing Based Context-Aware Panoramic Map Generation for Smartphone Users.

Vaskar Raychoudhury, Shikhar Shrivastav, Sandeep Singh Sandha, Jiannong Cao

IEEE Trans. Parallel Distributed Syst., 2015

2014

Mobile health application for early disease outbreak-period detection.

Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel

Proceedings of the 16th IEEE International Conference on e-Health Networking, 2014