Saikat Chatterjee

Saikat Chatterjee

Kungliga Tekniska högskolan

H-index: 24

Europe-Sweden

About Saikat Chatterjee

Saikat Chatterjee, With an exceptional h-index of 24 and a recent h-index of 14 (since 2020), a distinguished researcher at Kungliga Tekniska högskolan, specializes in the field of Machine Learning, Data Analytics, Signal Processing, Speech and Audio Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

DANSE: Data-driven non-linear state estimation of model-free process in unsupervised learning setup

Deep Recurrent Architectures for Neonatal Sepsis Detection from Vital Signs Data

DeepBayes—An estimator for parameter estimation in stochastic nonlinear dynamical models

IMU-based Online Multi-lidar Calibration

Compressed Sensing of Generative Sparse-Latent (GSL) Signals

DeePMOS: deep posterior mean-opinion-score of speech

Machine learning algorithms for identifying predictive variables of mortality risk following dementia diagnosis: a longitudinal cohort study

Forecasting solar cycle 25 with physical model-validated recurrent neural networks

Saikat Chatterjee Information

University

Position

___

Citations(all)

2021

Citations(since 2020)

856

Cited By

1453

hIndex(all)

24

hIndex(since 2020)

14

i10Index(all)

60

i10Index(since 2020)

29

Email

University Profile Page

Kungliga Tekniska högskolan

Google Scholar

View Google Scholar Profile

Saikat Chatterjee Skills & Research Interests

Machine Learning

Data Analytics

Signal Processing

Speech and Audio Processing

Top articles of Saikat Chatterjee

Title

Journal

Author(s)

Publication Date

DANSE: Data-driven non-linear state estimation of model-free process in unsupervised learning setup

Anubhab Ghosh

Antoine Honoré

Saikat Chatterjee

2023/9/4

Deep Recurrent Architectures for Neonatal Sepsis Detection from Vital Signs Data

Antoine Honoré

Henrik Siren

Ricardo Vinuesa

Saikat Chatterjee

Eric Herlenius

2024/1/29

DeepBayes—An estimator for parameter estimation in stochastic nonlinear dynamical models

Automatica

Anubhab Ghosh

Mohamed Abdalmoaty

Saikat Chatterjee

Håkan Hjalmarsson

2024/1/1

IMU-based Online Multi-lidar Calibration

arXiv preprint arXiv:2302.14735

Sandipan Das

Bengt Boberg

Maurice Fallon

Saikat Chatterjee

2023/2/28

Compressed Sensing of Generative Sparse-Latent (GSL) Signals

Antoine Honoré

Anubhab Ghosh

Saikat Chatterjee

2023/9/4

DeePMOS: deep posterior mean-opinion-score of speech

Proceedings of INTERSPEECH

Xinyu Liang

Fredrik Cumlin

Christian Schüldt

Saikat Chatterjee

AB Codemill

2023

Machine learning algorithms for identifying predictive variables of mortality risk following dementia diagnosis: a longitudinal cohort study

Scientific Reports

Shayan Mostafaei

Minh Tuan Hoang

Pol Grau Jurado

Hong Xu

Lluis Zacarias-Pons

...

2023/6/10

Forecasting solar cycle 25 with physical model-validated recurrent neural networks

Solar Physics

Aleix Espuña Fontcuberta

Anubhab Ghosh

Saikat Chatterjee

Dhrubaditya Mitra

Dibyendu Nandy

2023/1

M-LIO: Multi-lidar, multi-IMU odometry with sensor dropout tolerance

IEEE Intelligent Vehicles Symposium (IV) 2023

Sandipan Das

Navid Mahabadi

Maurice Fallon

Saikat Chatterjee

2023/4/1

Vital sign‐based detection of sepsis in neonates using machine learning

Acta Paediatrica

Antoine Honoré

David Forsberg

Katja Adolphson

Saikat Chatterjee

Kerstin Jost

...

2023/4

Classification and feature extraction for neonatal sepsis detection

Authorea Preprints

Antoine Honoré

David Forsberg

Kerstin Jost

Katja Adolphson

Alexander Stålhammar

...

2023/10/30

Observability-aware online multi-lidar extrinsic calibration

IEEE Robotics and Automation Letters

Sandipan Das

Ludvig af Klinteberg

Maurice Fallon

Saikat Chatterjee

2023/3/27

Latent-Based Neural Net for Non-Intrusive Speech Quality Assessment

Fredrik Cumlin

Christian Schüldt

Saikat Chatterjee

2023/9/4

Morphological, mechanical property analysis and comparative study over structural properties of CVD TiN film grown under different substrate temperature in nitrogen gas atmosphere

Silicon

Soham Das

Spandan Guha

Ranjan Ghadai

Ashis Sharma

Saikat Chatterjee

2022/1

Deterministic Transform Based Weight Matrices for Neural Networks

Pol Grau Jurado

Xinyue Liang

Saikat Chatterjee

2022/5/23

Interpretable PET/CT Radiomic Based Prognosis Modeling of NSCLC Recurrent Following Complete Resection

Mehdi Amini

Shayan Mostafaei

Mohamad Poursamimi

Saikat Chatterjee

Zahra Mansouri

...

2022/11/5

Extrinsic calibration and verification of multiple non-overlapping field of view lidar sensors

Sandipan Das

Navid Mahabadi

Addi Djikic

Cesar Nassir

Saikat Chatterjee

...

2022

Time-Varying Normalizing Flows for Dynamical Signals

Ghosh Anubhab

Aleix Espuña Fontcuberta

Mohamed Abdalmoaty

Saikat Chatterjee

2022

Time-varying Normalizing Flow for Generative Modeling of Dynamical Signals

Anubhab Ghosh

Aleix Espuña Fontcuberta

Mohamed R-H Abdalmoaty

Saikat Chatterjee

2022/8/29

Decentralized learning of randomization-based neural networks with centralized equivalence

Applied Soft Computing

Xinyue Liang

Alireza M Javid

Mikael Skoglund

Saikat Chatterjee

2022/1/1

See List of Professors in Saikat Chatterjee University(Kungliga Tekniska högskolan)

Co-Authors

H-index: 49
Peter Händel

Peter Händel

Kungliga Tekniska högskolan

H-index: 47
Mikael Skoglund

Mikael Skoglund

Kungliga Tekniska högskolan

H-index: 28
Magnus Jansson

Magnus Jansson

Kungliga Tekniska högskolan

H-index: 26
Cristian R. Rojas

Cristian R. Rojas

Kungliga Tekniska högskolan

H-index: 23
Dave Zachariah

Dave Zachariah

Uppsala Universitet

H-index: 11
Sooraj K. Ambat

Sooraj K. Ambat

Indian Institute of Science

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