Jithin Kazuthuveettil Sreedharan

According to our database, Jithin Kazuthuveettil Sreedharan authored at least 24 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Applications of artificial intelligence in emergency and critical care diagnostics: a systematic review and meta-analysis.

Jithin K. Sreedharan, Fred Saleh, Abdullah Alqahtani, Ibrahim Ahmed Albalawi, Gokul Krishna Gopalakrishnan, Hadi Abdullah Alahmed, Basem Ahmed Alsultan, Dhafer Mana Alalharith, Musallam Alnasser, Ayedh Dafer Alahmari, Manjush Karthika

Frontiers Artif. Intell., 2024

Artificial intelligence in respiratory care: knowledge, perceptions, and practices - a cross-sectional study.

Jithin K. Sreedharan, Asma Alharbi, Amal Alsomali, Gokul Krishna Gopalakrishnan, Abdullah Almojaibel, Rawan Alajmi, Ibrahim Albalawi, Musallam Alnasser, Meshal Alenezi, Abdullah Alqahtani, Mohammed Alahmari, Eidan Alzahrani, Manjush Karthika

Frontiers Artif. Intell., 2024

2022

Sufficiently Informative and Relevant Features: An Information-Theoretic and Fourier-Based Characterization.

Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski

IEEE Trans. Inf. Theory, 2022

Predicting Treatment Adherence of Tuberculosis Patients at Scale.

Mihir Kulkarni, Satvik Golechha, Rishi Raj, Jithin K. Sreedharan, Ankit Bhardwaj, Santanu Rathod, Bhavin Vadera, Jayakrishna Kurada, Sanjay Mattoo, Rajendra Joshi, Kirankumar Rade, Alpan Raval

Proceedings of the Machine Learning for Health, 2022

2021

Temporal Ordered Clustering in Dynamic Networks: Unsupervised and Semi-Supervised Learning Algorithms.

Krzysztof Turowski, Jithin K. Sreedharan, Wojciech Szpankowski

IEEE Trans. Netw. Sci. Eng., 2021

Revisiting Parameter Estimation in Biological Networks: Influence of Symmetries.

Jithin K. Sreedharan, Krzysztof Turowski, Wojciech Szpankowski

IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Information Sufficiency via Fourier Expansion.

Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski

Proceedings of the IEEE International Symposium on Information Theory, 2021

Finding Relevant Information via a Discrete Fourier Expansion.

Mohsen Heidari, Jithin K. Sreedharan, Gil I. Shamir, Wojciech Szpankowski

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Temporal Ordered Clustering in Dynamic Networks.

Krzysztof Turowski, Jithin K. Sreedharan, Wojciech Szpankowski

Proceedings of the IEEE International Symposium on Information Theory, 2020

2018

TIMES: Temporal Information Maximally Extracted from Structures.

Abram N. Magner, Jithin K. Sreedharan, Ananth Y. Grama, Wojciech Szpankowski

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

2017

Hamiltonian system approach to distributed spectral decomposition in networks.

Konstantin Avrachenkov, Philippe Jacquet, Jithin K. Sreedharan

Proceedings of the 10th International Workshop on Multidimensional (nD) Systems (nDS), 2017

Recovery of vertex orderings in dynamic graphs.

Abram Magner, Ananth Grama, Jithin K. Sreedharan, Wojciech Szpankowski

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Sampling and inference in complex networks. (Échantillonnage et inférence dans réseaux complexes).

Jithin Kazuthuveettil Sreedharan

PhD thesis, 2016

Inference in OSNs via Lightweight Partial Crawls.

Konstantin Avrachenkov, Bruno F. Ribeiro, Jithin Kazuthuveettil Sreedharan

Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016

Distributed spectral decomposition in networks by complex diffusion and quantum random walk.

Konstantin Avrachenkov, Philippe Jacquet, Jithin K. Sreedharan

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Comparison of Random Walk Based Techniques for Estimating Network Averages.

Konstantin Avrachenkov, Vivek S. Borkar, Arun Kadavankandy, Jithin Kazuthuveettil Sreedharan

Proceedings of the Computational Social Networks - 5th International Conference, 2016

2015

Spectrum sensing using distributed sequential detection via noisy reporting MAC.

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

Signal Process., 2015

Bayesian Inference of Online Social Network Statistics via Lightweight Random Walk Crawls.

Konstantin Avrachenkov, Bruno F. Ribeiro, Jithin Kazuthuveettil Sreedharan

CoRR, 2015

2014

Distribution and Dependence of Extremes in Network Sampling Processes.

Konstantin Avrachenkov, Natalia M. Markovich, Jithin Kazuthuveettil Sreedharan

Proceedings of the Tenth International Conference on Signal-Image Technology and Internet-Based Systems, 2014

2013

Nonparametric Decentralized Sequential Detection via Universal Source Coding.

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

CoRR, 2013

Nonparametric distributed sequential detection via universal source coding.

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

2012

Spectrum Sensing using Distributed Sequential Detection via Noisy MAC

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

CoRR, 2012

Spectrum sensing via universal source coding.

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

A novel algorithm for cooperative distributed sequential spectrum sensing in Cognitive Radio.

Jithin Kazuthuveettil Sreedharan, Vinod Sharma

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011