Navjot Singh

48 papers A* 3B 2Misc 1Journal 32Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ontology-based knowledge modeling approach for big data analysis of interdependent health conditions in the diagnosis of non-communicable diseases.
Knowl. Inf. Syst.
Ritesh Chandra, Sonali Agarwal, Navjot Singh
2025 J jnl
A Review of Ontology-Driven Big Data Analytics in Healthcare: Challenges, Tools, and Applications.
CoRR
Ritesh Chandra, Sonali Agarwal, Navjot Singh, Sadhana Tiwari
2025 Misc conf
AUIED3K: A New Andaman Underwater Image Enhancement Dataset for Deep Learning-Driven Image Enhancement with Minimum Loss Dehazing.
ICASSP
Praveen Saini, Navjot Singh, Anshu S. Anand
2025 J jnl
Efficient Tensor Completion Algorithms for Highly Oscillatory Operators.
CoRR
Navjot Singh, Edgar Solomonik, Xiaoye Sherry Li, Yang Liu
2025 J jnl
OCEP: An Ontology-Based Complex Event Processing Framework for Healthcare Decision Support in Big Data Analytics.
CoRR
Ritesh Chandra, Sonali Agarwal, Shashi Shekhar Kumar, Navjot Singh
2025 J jnl
Real-Time Health Analytics Using Ontology-Driven Complex Event Processing and LLM Reasoning: A Tuberculosis Case Study.
CoRR
Ritesh Chandra, Sonali Agarwal, Navjot Singh
2025 J jnl
Representation Transfer Learning via Multiple Pre-Trained Models for Linear Regression.
IEEE J. Sel. Top. Signal Process.
Navjot Singh, Suhas N. Diggavi
2024 — conf
AI and Consumer Behavior: Innovations in Marketing Strategy and Consumer Engagement.
ICCCNT
Lalit Singla, Anju B. Nandrajog, Navjot Singh, Komal Ahuja, Shiva Mehta
2024 J jnl
Decentralized multi-task stochastic optimization with compressed communications.
Autom.
Navjot Singh, Xuanyu Cao, Suhas N. Diggavi, Tamer Basar
2024 J jnl
DehazeDNet: image dehazing via depth evaluation.
Signal Image Video Process.
G. Rupesh, Navjot Singh, Tekumudi Divya
2024 J jnl
Optimized RainDNet: an efficient image deraining method with enhanced perceptual quality.
Signal Image Video Process.
Debesh Kumar Shandilya, Spandan Roy, Navjot Singh
2024 — conf
PSTNet: A Progressive Sparse Transformer Network for Image Deraining.
ICPR (32)
Raj Ahamed Shaik, Navjot Singh, Antony Verriboina, Debesh Kumar Shandilya
2024 — —
Towards Efficient Federated Learning: Overcoming Challenges in Communication, Heterogeneity, and Data Scarcity
Navjot Singh
2023 J jnl
Alternating Mahalanobis Distance Minimization for Accurate and Well-Conditioned CP Decomposition.
SIAM J. Sci. Comput.
Navjot Singh, Edgar Solomonik
2023 B conf
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression.
ISIT
Navjot Singh, Suhas N. Diggavi
2023 J jnl
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression.
CoRR
Navjot Singh, Suhas N. Diggavi
2023 J jnl
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization.
IEEE Trans. Autom. Control.
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2023 J jnl
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules.
CoRR
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
2023 J jnl
Semantic web-based diagnosis and treatment of vector-borne diseases using SWRL rules.
Knowl. Based Syst.
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
2022 A* conf
ATD: Augmenting CP Tensor Decomposition by Self Supervision.
NeurIPS
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao (Danica) Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
2022 J jnl
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition.
CoRR
Navjot Singh, Edgar Solomonik
2022 J jnl
Distributed-memory tensor completion for generalized loss functions in python using new sparse tensor kernels.
J. Parallel Distributed Comput.
Navjot Singh, Zecheng Zhang, Xiaoxiao Wu, Naijing Zhang, Siyuan Zhang, Edgar Solomonik
2022 J jnl
Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management.
CoRR
Ritesh Chandra, Sonali Agarwal, Navjot Singh
2022 J jnl
Semantic sensor network ontology based decision support system for forest fire management.
Ecol. Informatics
Ritesh Chandra, Sonali Agarwal, Navjot Singh
2021 J jnl
Augmented Tensor Decomposition with Stochastic Optimization.
CoRR
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
2021 J jnl
Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition.
SIAM J. Sci. Comput.
Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
2021 J jnl
Decentralized Multi-Task Stochastic Optimization With Compressed Communications.
CoRR
Navjot Singh, Xuanyu Cao, Suhas N. Diggavi, Tamer Basar
2021 A* conf
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations.
KDD
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
2021 J jnl
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations.
CoRR
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
2021 A* conf
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning.
NeurIPS
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
2021 J jnl
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning.
CoRR
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
2021 J jnl
QuPeL: Quantized Personalization with Applications to Federated Learning.
CoRR
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
2021 B conf
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization.
ISIT
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2021 J jnl
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization.
IEEE J. Sel. Areas Inf. Theory
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2020 J jnl
DeepFake Video Detection: A Time-Distributed Approach.
SN Comput. Sci.
Amritpal Singh, Amanpreet Singh Saimbhi, Navjot Singh, Mamta Mittal
2020 — conf
Enhanced Security Architecture for Visual Cryptography Based on Image Secret Sharing.
UEMCON
Manas Abhilash Gundapuneni, Anzum Bano, Navjot Singh
2020 J jnl
RecipeDB: a resource for exploring recipes.
Database J. Biol. Databases Curation
Devansh Batra, Nirav Diwan, Utkarsh Upadhyay, Jushaan Singh Kalra, Tript Sharma, Aman Kumar Sharma, Dheeraj Khanna, Jaspreet Singh Marwah, Srilakshmi Kalathil, Navjot Singh, Rudraksh Tuwani, Ganesh Bagler
2020 — conf
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization.
CDC
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2020 J jnl
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization.
CoRR
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2019 — conf
A Framework for Strategic Cloud Migration.
ICCAI
Monjur Ahmed, Navjot Singh
2019 J jnl
Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition.
CoRR
Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
2019 — conf
Computational Models for the Evolution of World Cuisines.
ICDE Workshops
Rudraksh Tuwani, Nutan Sahoo, Navjot Singh, Ganesh Bagler
2019 J jnl
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization.
CoRR
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
2018 — conf
Data-Driven Investigations of Culinary Patterns in Traditional Recipes Across the World.
ICDE Workshops
Ganesh Bagler, Navjot Singh
2018 J jnl
FlavorDB: a database of flavor molecules.
Nucleic Acids Res.
Neelansh Garg, Apuroop Sethupathy, Rudraksh Tuwani, Rakhi NK, Shubham Dokania, Arvind Iyer, Ayushi Gupta, Shubhra Agrawal, Navjot Singh, Shubham Shukla, Kriti Kathuria, Rahul Badhwar, Rakesh Kanji, Anupam Jain, Avneet Kaur, Rashmi Nagpal, Ganesh Bagler
2017 — conf
Anti-Ad Blocking Strategy: Measuring its True Impact.
ADKDD@KDD
Atanu R. Sinha, Meghanath Macha, Pranav Maneriker, Sopan Khosla, Avani Samdariya, Navjot Singh
2017 J jnl
Big Data Analytics for Electric Vehicle Integration in Green Smart Cities.
IEEE Commun. Mag.
Boyang Li, Mithat C. Kisacikoglu, Chen Liu, Navjot Singh, Melike Erol-Kantarci
2016 — conf
Staying Hidden: An Analysis of Hiding Strategies in a 2D Level with Occlusions.
AIIDE
Navjot Singh, Clark Verbrugge