Sandeep Singh Sandha

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Water Pollution

Inertial Navigation

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

UbiComp/ISWC Adjunct

Publications

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) (2024)
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)
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)
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)
Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras. CoRR (2023)
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)
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) (2022)
Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Garcia, Mani Srivastava
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
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)
Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava
Machine Learning for Microcontroller-Class Hardware - A Review. CoRR (2022)
Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production. CogMI (2021)
Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava
MANGO: A Python Library for Parallel Hyperparameter Tuning. CoRR (2020)
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)
Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava
Mango: A Python Library for Parallel Hyperparameter Tuning. ICASSP (2020)
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)
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms. IoTDI (2020)
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
Exploiting Smartphone Peripherals for Precise Time Synchronization. ISPCS (2019)
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
Exploiting Smartphone Peripherals for Precise Time Synchronization. GlobalSIP (2019)
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)
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@MobiCom (2019)
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) (2019)
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)
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)
Sandeep Singh Sandha
StreetX: Spatio-Temporal Access Control Model for Data. CoRR (2017)
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 (2017)
Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress. CoRR (2017)
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)
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 (2016)
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) (2015)
Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel
Mobile health application for early disease outbreak-period detection. Healthcom (2014)