Sandeep Singh Sandha

32 papers A* 2C 1Misc 2Journal 12Unranked 14
YearRankTypeTitle / Venue / Authors
2025 A* conf
LiveBench: A Challenging, Contamination-Limited LLM Benchmark.
ICLR
Colin White, Samuel Dooley, Manley Roberts, Arka Pal, Benjamin Feuer, Siddhartha Jain, Ravid Shwartz-Ziv, Neel Jain, Khalid Saifullah, Sreemanti Dey, Shubh-Agrawal, Sandeep Singh Sandha, Siddartha V. Naidu, Chinmay Hegde, Yann LeCun, Tom Goldstein, Willie Neiswanger, Micah Goldblum
2024 J jnl
TinyNS: Platform-aware Neurosymbolic Auto Tiny Machine Learning.
ACM Trans. Embed. Comput. Syst.
Swapnil Sayan Saha, Sandeep Singh Sandha, Mohit Aggarwal, Brian Wang, Liying Han, Julian de Gortari Briseno, Mani Srivastava
2023 — conf
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras.
IoTDI
Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava
2023 J jnl
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ Cameras.
CoRR
Sandeep Singh Sandha, Bharathan Balaji, Luis Garcia, Mani B. Srivastava
2023 — conf
Inertial Navigation on Extremely Resource-Constrained Platforms: Methods, Opportunities and Challenges.
PLANS
Swapnil Sayan Saha, Yayun Du, Sandeep Singh Sandha, Luis Antonio Garcia, Mohammad Khalid Jawed, Mani B. Srivastava
2023 A* conf
Neural-Kalman GNSS/INS Navigation for Precision Agriculture.
ICRA
Yayun Du, Swapnil Sayan Saha, Sandeep Singh Sandha, Arthur Lovekin, Jason Wu, S. Siddharth, Mahesh Chowdhary, Mohammad Khalid Jawed, Mani B. Srivastava
2022 J jnl
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.
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani Srivastava
2022 — conf
DARTS: Distributed IoT Architecture for Real-Time, Resilient and AI-Compressed Workflows.
ApPLIED@PODC
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
2022 — conf
Excerpt of Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables.
UbiComp/ISWC Adjunct
Swapnil Sayan Saha, Sandeep Singh Sandha, Siyou Pei, Vivek Jain, Ziqi Wang, Yuchen Li, Ankur Sarker, Mani B. Srivastava
2022 — —
Learning-enabled Cyber-Physical Systems: Challenges and Strategies
Sandeep Singh Sandha
2022 J jnl
Machine Learning for Microcontroller-Class Hardware - A Review.
CoRR
Swapnil Sayan Saha, Sandeep Singh Sandha, Mani B. Srivastava
2022 J jnl
TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Swapnil Sayan Saha, Sandeep Singh Sandha, Luis Antonio Garcia, Mani Srivastava
2021 — conf
Enabling Hyperparameter Tuning of Machine Learning Classifiers in Production.
CogMI
Sandeep Singh Sandha, Mohit Aggarwal, Swapnil Sayan Saha, Mani B. Srivastava
2020 — conf
Building an Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and Application to Assess Impact of Large Religious Gatherings.
PerCom Workshops
Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal
2020 J jnl
MANGO: A Python Library for Parallel Hyperparameter Tuning.
CoRR
Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava
2020 Misc conf
Mango: A Python Library for Parallel Hyperparameter Tuning.
ICASSP
Sandeep Singh Sandha, Mohit Aggarwal, Igor Fedorov, Mani B. Srivastava
2020 Misc conf
Sim2Real Transfer for Deep Reinforcement Learning with Stochastic State Transition Delays.
CoRL
Sandeep Singh Sandha, Luis Garcia, Bharathan Balaji, Fatima M. Anwar, Mani B. Srivastava
2020 — conf
Time Awareness in Deep Learning-Based Multimodal Fusion Across Smartphone Platforms.
IoTDI
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
2019 — conf
DDFLOW visualized declarative programming for heterogeneous IoT networks on Heliot testbed platform: demo abstract.
IoTDI
Joseph Noor, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava
2019 — conf
Exploiting Smartphone Peripherals for Precise Time Synchronization.
GlobalSIP
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
2019 — conf
Exploiting Smartphone Peripherals for Precise Time Synchronization.
ISPCS
Sandeep Singh Sandha, Joseph Noor, Fatima M. Anwar, Mani B. Srivastava
2019 J jnl
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine.
Proc. VLDB Endow.
Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava
2019 — conf
RadHAR: Human Activity Recognition from Point Clouds Generated through a Millimeter-wave Radar.
mmNets
Akash Deep Singh, Sandeep Singh Sandha, Luis Garcia, Mani B. Srivastava
2018 — conf
Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition.
UbiComp/ISWC Adjunct
Jeya Vikranth Jeyakumar, Eun Sun Lee, Zhengxu Xia, Sandeep Singh Sandha, Nathan Tausik, Mani B. Srivastava
2018 — conf
Enabling Edge Devices that Learn from Each Other: Cross Modal Training for Activity Recognition.
EdgeSys@MobiSys
Tianwei Xing, Sandeep Singh Sandha, Bharathan Balaji, Supriyo Chakraborty, Mani B. Srivastava
2017 J jnl
Complex Event Processing of Health Data in Real-time to Predict Heart Failure Risk and Stress.
CoRR
Sandeep Singh Sandha, Mohammad Kachuee, Sajad Darabi
2017 J jnl
StreetX: Spatio-Temporal Access Control Model for Data.
CoRR
Sandeep Singh Sandha
2017 J jnl
The GangaWatch Mobile App to Enable Usage of Water Data in Every Day Decisions Integrating Historical and Real-time Sensing Data.
CoRR
Sandeep Singh Sandha, Biplav Srivastava, Sukanya Randhawa
2016 — conf
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
Sukanya Randhawa, Sandeep Singh Sandha, Biplav Srivastava
2016 J jnl
An Open, Multi-Sensor, Dataset of Water Pollution of Ganga Basin and its Application to Understand Impact of Large Religious Gathering.
CoRR
Biplav Srivastava, Sandeep Singh Sandha, Vaskar Raychoudhury, Sukanya Randhawa, Viral Kapoor, Anmol Agrawal
2015 J jnl
CROWD-PAN-360: Crowdsourcing Based Context-Aware Panoramic Map Generation for Smartphone Users.
IEEE Trans. Parallel Distributed Syst.
Vaskar Raychoudhury, Shikhar Shrivastav, Sandeep Singh Sandha, Jiannong Cao
2014 C conf
Mobile health application for early disease outbreak-period detection.
Healthcom
Preetika Rani, Vaskar Raychoudhury, Sandeep Singh Sandha, Dhaval Patel