Saikat Chatterjee

Publications
Public outreach and news

Articles

Article: IEEE ROBOTICS AND AUTOMATION LETTERS. 2023;8(5):2860-2867
Observability-Aware Online Multi-Lidar Extrinsic Calibration
Das S; Klinteberg LA; Fallon M; Chatterjee S
Article: ACTA PAEDIATRICA, INTERNATIONAL JOURNAL OF PAEDIATRICS. 2023;112(4):686-696
Vital sign-based detection of sepsis in neonates using machine learning
Honore A; Forsberg D; Adolphson K; Chatterjee S; Jost K; Herlenius E
Article: SOLAR PHYSICS. 2023;298(1):8
Forecasting Solar Cycle 25 with Physical Model-Validated Recurrent Neural Networks
Fontcuberta AE; Ghosh A; Chatterjee S; Mitra D; Nandy D
Article: THE ASTROPHYSICAL JOURNAL (APJ). 2022;935(1):45
A Comparative Analysis of Machine-learning Models for Solar Flare Forecasting: Identifying High-performing Active Region Flare Indicators
Sinha S; Gupta O; Singh V; Lekshmi B; Nandy D; Mitra D; Chatterjee S; Bhattacharya S; Chatterjee S; Srivastava N; Brandenburg A; Pal S
Article: APPLIED SOFT COMPUTING. 2022;115:108030
Decentralized learning of randomization-based neural networks with centralized equivalence
Liang X; Javid AM; Skoglund M; Chatterjee S
Article: EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. 2020;2020(1):40
High-dimensional neural feature design for layer-wise reduction of training cost
Javid AM; Venkitaraman A; Skoglund M; Chatterjee S
Article: IEEE TRANSACTIONS ON COMMUNICATIONS. 2020;68(11):7068-7082
Online Spatiotemporal Popularity Learning via Variational Bayes for Cooperative Caching
Mehrizi S; Chatterjee S; Chatzinotas S; Ottersten B
Article: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2019;5(4):698-710
Predicting Graph Signals Using Kernel Regression Where the Input Signal is Agnostic to a Graph
Venkitaraman A; Chatterjee S; Handel P
Article: SIGNAL PROCESSING. 2019;156:106-115
On Hilbert transform, analytic signal, and modulation analysis for signals over graphs
Venkitaraman A; Chatterjee S; Handel P
Article: SIGNAL PROCESSING. 2019;156:1-11
Estimate exchange over network is good for distributed hard thresholding pursuit
Zaki A; Mitra PP; Rasmussen LK; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. 2018;4(3):424-435
Greedy Sparse Learning Over Network
Zaki A; Venkitaraman A; Chatterjee S; Rasmussen LK
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2018;66(4):879-894
Sparse Signal Recovery Using Iterative Proximal Projection
Ghayem F; Sadeghi M; Babaie-Zadeh M; Chatterjee S; Skoglund M; Jutten C
Article: SIGNAL PROCESSING. 2017;139:36-48
Generalized fusion algorithm for compressive sampling reconstruction and RIP-based analysis
Zaki A; Chatterjee S; Rasmussen LK
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2016;64(20):5327-5339
Relevance Singular Vector Machine for Low-Rank Matrix Reconstruction
Sundin M; Rojas CR; Jansson M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2016;64(11):2803-2818
Design and Analysis of a Greedy Pursuit for Distributed Compressed Sensing
Sundman D; Chatterjee S; Skoglund M
Article: IEEE TRANSACTIONS ON INFORMATION THEORY. 2016;62(4):2100-2124
Analysis of Regularized LS Reconstruction and Random Matrix Ensembles in Compressed Sensing
Vehkaperae M; Kabashima Y; Chatterjee S
Article: SIGNAL PROCESSING. 2016;121:153-159
Alternating strategies with internal ADMM for low-rank matrix reconstruction
Li K; Sundin M; Rojas CR; Chatterjee S; Jansson M
Article: PLOS ONE. 2015;10(10):e0140644
ARK: Aggregation of Reads by K-Means for Estimation of Bacterial Community Composition
Koslicki D; Chatterjee S; Shahrivar D; Walker AW; Francis SC; Fraser LJ; Vehkaperae M; Lan Y; Corander J
Article: SIGNAL PROCESSING. 2014;105:298-315
Distributed greedy pursuit algorithms
Sundman D; Chatterjee S; Skoglund M
Article: SIGNAL PROCESSING. 2014;104:291-295
Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization
Ma Z; Chatterjee S; Kleijn WB; Guo J
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2014;62(14):3667-3681
Joint Source-Channel Vector Quantization for Compressed Sensing
Shirazinia A; Chatterjee S; Skoglund M
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2014;62(7):1705-1717
A Committee Machine Approach for Compressed Sensing Signal Reconstruction
Ambat SK; Chatterjee S; Hari KVS
Article: SIGNAL PROCESSING. 2014;97:146-151
Progressive fusion of reconstruction algorithms for low latency applications in compressed sensing
Ambat SK; Chatterjee S; Hari KVS
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2014;62(6):1525-1535
Estimation for the Linear Model With Uncertain Covariance Matrices
Zachariah D; Shariati N; Bengtsson M; Jansson M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2013;61(22):5789-5800
Analysis-by-Synthesis Quantization for Compressed Sensing Measurements
Shirazinia A; Chatterjee S; Skoglund M
Article: SIGNAL PROCESSING. 2013;93(11):2969-2974
Line spectrum estimation with probabilistic priors
Zachariah D; Wirfalt P; Jansson M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2013;61(21):5247-5259
The Linear Model Under Mixed Gaussian Inputs: Designing the Transfer Matrix
Flam JT; Zachariah D; Vehkapera M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2013;61(14):3699-3704
Fusion of Algorithms for Compressed Sensing
Ambat SK; Chatterjee S; Hari KVS
Article: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT. 2012;:p12003
Typical l₁-recovery limit of sparse vectors represented by concatenations of random orthogonal matrices
Kabashima Y; Vehkapera M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2012;60(9):4967-4972
Dynamic Iterative Pursuit
Zachariah D; Chatterjee S; Jansson M
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2012;60(7):3840-3845
On MMSE Estimation: A Linear Model Under Gaussian Mixture Statistics
Flam JT; Chatterjee S; Kansanen K; Ekman T
Article: IEEE SIGNAL PROCESSING LETTERS. 2012;19(4):231-234
Alternating Least-Squares for Low-Rank Matrix Reconstruction
Zachariah D; Sundin M; Jansson M; Chatterjee S
Article: IEEE TRANSACTIONS ON SIGNAL PROCESSING. 2012;60(2):634-647
Projection-Based and Look-Ahead Strategies for Atom Selection
Chatterjee S; Sundman D; Vehkapera M; Skoglund M
Article: IEEE TRANSACTIONS ON AUDIO, SPEECH AND LANGUAGE PROCESSING. 2011;19(6):1813-1825
Auditory Model-Based Design and Optimization of Feature Vectors for Automatic Speech Recognition
Chatterjee S; Kleijn WB
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Published conference paper: BIOINFORMATICS. 2014;30(17):2423-2431
SEK: sparsity exploiting k-mer-based estimation of bacterial community composition
Chatterjee S; Koslicki D; Dong S; Innocenti N; Cheng L; Lan Y; Vehkapera M; Skoglund M; Rasmussen LK; Aurell E; Corander J

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