Navjot Singh

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 38

Top Topics

Stochastic Optimization

Top Venues

SIAM J. Sci. Comput.

Publications

Debesh Kumar Shandilya, Spandan Roy, Navjot Singh
Optimized RainDNet: an efficient image deraining method with enhanced perceptual quality. Signal Image Video Process. 18 (10) (2024)
Navjot Singh, Xuanyu Cao, Suhas N. Diggavi, Tamer Basar
Decentralized multi-task stochastic optimization with compressed communications. Autom. 159 (2024)
Navjot Singh, Suhas N. Diggavi
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression. ISIT (2023)
Navjot Singh, Edgar Solomonik
Alternating Mahalanobis Distance Minimization for Accurate and Well-Conditioned CP Decomposition. SIAM J. Sci. Comput. 45 (6) (2023)
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
Semantic web-based diagnosis and treatment of vector-borne diseases using SWRL rules. Knowl. Based Syst. 274 (2023)
Navjot Singh, Suhas N. Diggavi
Representation Transfer Learning via Multiple Pre-trained models for Linear Regression. CoRR (2023)
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules. CoRR (2023)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization. IEEE Trans. Autom. Control. 68 (2) (2023)
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao (Danica) Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
ATD: Augmenting CP Tensor Decomposition by Self Supervision. NeurIPS (2022)
Navjot Singh, Zecheng Zhang, Xiaoxiao Wu, Naijing Zhang, Siyuan Zhang, Edgar Solomonik
Distributed-memory tensor completion for generalized loss functions in python using new sparse tensor kernels. J. Parallel Distributed Comput. 169 (2022)
Ritesh Chandra, Sonali Agarwal, Navjot Singh
Semantic sensor network ontology based decision support system for forest fire management. Ecol. Informatics 72 (2022)
Ritesh Chandra, Sonali Agarwal, Navjot Singh
Semantic Sensor Network Ontology based Decision Support System for Forest Fire Management. CoRR (2022)
Navjot Singh, Edgar Solomonik
Alternating Mahalanobis Distance Minimization for Stable and Accurate CP Decomposition. CoRR (2022)
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. KDD (2021)
Chaoqi Yang, Cheng Qian, Navjot Singh, Cao Xiao, M. Brandon Westover, Edgar Solomonik, Jimeng Sun
Augmented Tensor Decomposition with Stochastic Optimization. CoRR (2021)
Navjot Singh, Xuanyu Cao, Suhas N. Diggavi, Tamer Basar
Decentralized Multi-Task Stochastic Optimization With Compressed Communications. CoRR (2021)
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning. NeurIPS (2021)
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
QuPeL: Quantized Personalization with Applications to Federated Learning. CoRR (2021)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. ISIT (2021)
Kaan Ozkara, Navjot Singh, Deepesh Data, Suhas N. Diggavi
QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning. CoRR (2021)
Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CANDECOMC/PARAFAC Decomposition. SIAM J. Sci. Comput. 43 (4) (2021)
Alok Negi, Krishan Kumar, Narendra S. Chaudhari, Navjot Singh, Prachi Chauhan
Predictive Analytics for Recognizing Human Activities Using Residual Network and Fine-Tuning. BDA (2021)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. IEEE J. Sel. Areas Inf. Theory 2 (3) (2021)
Chaoqi Yang, Navjot Singh, Cao Xiao, Cheng Qian, Edgar Solomonik, Jimeng Sun
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations. CoRR (2021)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. CoRR (2020)
Amritpal Singh, Amanpreet Singh Saimbhi, Navjot Singh, Mamta Mittal
DeepFake Video Detection: A Time-Distributed Approach. SN Comput. Sci. 1 (4) (2020)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization. CDC (2020)
Manas Abhilash Gundapuneni, Anzum Bano, Navjot Singh
Enhanced Security Architecture for Visual Cryptography Based on Image Secret Sharing. UEMCON (2020)
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
RecipeDB: a resource for exploring recipes. Database J. Biol. Databases Curation 2020 (2020)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization. CoRR (2019)
Navjot Singh, Linjian Ma, Hongru Yang, Edgar Solomonik
Comparison of Accuracy and Scalability of Gauss-Newton and Alternating Least Squares for CP Decomposition. CoRR (2019)
Rudraksh Tuwani, Nutan Sahoo, Navjot Singh, Ganesh Bagler
Computational Models for the Evolution of World Cuisines. ICDE Workshops (2019)
Monjur Ahmed, Navjot Singh
A Framework for Strategic Cloud Migration. ICCAI (2019)
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
FlavorDB: a database of flavor molecules. Nucleic Acids Res. 46 (Database-Issue) (2018)
Ganesh Bagler, Navjot Singh
Data-Driven Investigations of Culinary Patterns in Traditional Recipes Across the World. ICDE Workshops (2018)
Atanu R. Sinha, Meghanath Macha, Pranav Maneriker, Sopan Khosla, Avani Samdariya, Navjot Singh
Anti-Ad Blocking Strategy: Measuring its True Impact. ADKDD@KDD (2017)
Boyang Li, Mithat C. Kisacikoglu, Chen Liu, Navjot Singh, Melike Erol-Kantarci
Big Data Analytics for Electric Vehicle Integration in Green Smart Cities. IEEE Commun. Mag. 55 (11) (2017)
Navjot Singh, Clark Verbrugge
Staying Hidden: An Analysis of Hiding Strategies in a 2D Level with Occlusions. AIIDE (2016)