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Sandeep 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
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last updated on 2024-09-04 00:23 CEST by the dblp team
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