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Saikat Chatterjee

Alternating Least-Squares for Low-Rank Matrix Reconstruction
2012 · Dave Zachariah, Martin Sundin, et al. · IEEE Signal Processing Letters · 75
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A ReLU Dense Layer to Improve the Performance of Neural Networks
2021 · Alireza M. Javid, Sandipan Das, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 70
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DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup
2024 · Anubhab Ghosh, Antoine Honoré, et al. · IEEE Transactions on Signal Processing · 63
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Projection-Based and Look-Ahead Strategies for Atom Selection
2011 · Saikat Chatterjee, Dennis Sundman, et al. · IEEE Transactions on Signal Processing · 60
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Analysis of Regularized LS Reconstruction and Random Matrix Ensembles in Compressed Sensing
2016 · Mikko Vehkapera, Yoshiyuki Kabashima, et al. · IEEE Transactions on Information Theory · 57
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On MMSE Estimation: A Linear Model Under Gaussian Mixture Statistics
2012 · J. T. Flam, S. Chatterjee, et al. · IEEE Transactions on Signal Processing · 57
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Artificial Intelligence-Aided Kalman Filters: AI-Augmented Designs for Kalman-Type Algorithms
2025 · Nir Shlezinger, Guy Revach, et al. · IEEE Signal Processing Magazine · 52
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Vital sign‐based detection of sepsis in neonates using machine learning
2023 · Antoine Honoré, David Forsberg, et al. · Acta Paediatrica · 51
Predicting Graph Signals Using Kernel Regression Where the Input Signal is Agnostic to a Graph
2019 · Arun Venkitaraman, Saikat Chatterjee, et al. · IEEE Transactions on Signal and Information Processing over Networks · 48
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Look ahead orthogonal matching pursuit
2011 · Saikat Chatterjee, Dennis Sundman, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 47
Distributed greedy pursuit algorithms
2014 · Dennis Sundman, Saikat Chatterjee, et al. · Signal Processing · 46
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A greedy pursuit algorithm for distributed compressed sensing
2012 · Dennis Sundman, Saikat Chatterjee, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 45
Sparse Signal Recovery Using Iterative Proximal Projection
2017 · Fateme Ghayem, Mostafa Sadeghi, et al. · IEEE Transactions on Signal Processing · 44
Fusion of Algorithms for Compressed Sensing
2013 · Sooraj K. Ambat, Saikat Chatterjee, et al. · IEEE Transactions on Signal Processing · 41
A Comparative Analysis of Machine-learning Models for Solar Flare Forecasting: Identifying High-performing Active Region Flare Indicators
2022 · Suvadip Sinha, Om Gupta, et al. · The Astrophysical Journal · 38
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Gaussian Processes Over Graphs
2020 · Arun Venkitaraman, Saikat Chatterjee, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 38
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GMM based Bayesian approach to speech enhancement in signal / transform domain
2008 · Achintya Kundu, Saikat Chatterjee, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 37
Online Spatiotemporal Popularity Learning via Variational Bayes for Cooperative Caching
2020 · Sajad Mehrizi, Saikat Chatterjee, et al. · IEEE Transactions on Communications · 34
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Greedy pursuits for compressed sensing of jointly sparse signals
2011 · Dennis Sundman, Saikat Chatterjee, et al. · 33
Design and Analysis of a Greedy Pursuit for Distributed Compressed Sensing
2016 · Dennis Sundman, Saikat Chatterjee, et al. · IEEE Transactions on Signal Processing · 30
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Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms
2022 · Fatemeh Arian, Mehdi Amini, et al. · Journal of Imaging Informatics in Medicine · 29
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On Hilbert transform, analytic signal, and modulation analysis for signals over graphs
2018 · Arun Venkitaraman, Saikat Chatterjee, et al. · Signal Processing · 28
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On the use of compressive sampling for wide-band spectrum sensing
2010 · Dennis Sundman, Saikat Chatterjee, et al. · IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) · 27
Progressive Learning for Systematic Design of Large Neural Networks
2017 · Chatterjee, Saikat, Javid, Alireza M., et al. · arXiv (Cornell University) · 26
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Analysis-by-Synthesis Quantization for Compressed Sensing Measurements
2013 · Amirpasha Shirazinia, Saikat Chatterjee, et al. · IEEE Transactions on Signal Processing · 24
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Works count: 230
Citation count: 2,101
H-index: 24
I10-index: 60
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