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Anubhab Ghosh
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DANSE: Data-driven non-linear state estimation of model-free process in unsupervised learning setup
A Ghosh, A Honoré, S Chatterjee
IEEE Transactions on Signal Processing, 2024
92024
Forecasting Solar Cycle 25 with Physical Model-Validated Recurrent Neural Networks
A Espuña Fontcuberta, A Ghosh, S Chatterjee, D Mitra, D Nandy
Solar Physics 298 (1), 8, 2023
82023
Robust Classification Using Hidden Markov Models and Mixtures of Normalizing Flows
A Ghosh, A Honoré, D Liu, GE Henter, S Chatterjee
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
62020
DeepBayes—An estimator for parameter estimation in stochastic nonlinear dynamical models
A Ghosh, M Abdalmoaty, S Chatterjee, H Hjalmarsson
Automatica 159, 111327, 2024
32024
Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability
A Ghosh, A Honoré, D Liu, GE Henter, S Chatterjee
arXiv preprint arXiv:2107.00730, 2021
32021
Data-driven Bayesian State Estimation with Compressed Measurement of Model-free Process using Semi-supervised Learning
A Ghosh, YC Eldar, S Chatterjee
arXiv preprint arXiv:2407.07368, 2024
2024
Compressed Sensing of Generative Sparse-Latent (GSL) Signals
A Honoré, A Ghosh, S Chatterjee
2023 31st European Signal Processing Conference (EUSIPCO), 1918-1922, 2023
2023
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Bayesian Setup
A Ghosh, A Honoré, S Chatterjee
2023 31st European Signal Processing Conference (EUSIPCO), 870-874, 2023
2023
Time-varying Normalizing Flow for Generative Modeling of Dynamical Signals
A Ghosh, AE Fontcuberta, MRH Abdalmoaty, S Chatterjee
2022 30th European Signal Processing Conference (EUSIPCO), 1492-1496, 2022
2022
DeepBayes--an estimator for parameter estimation in stochastic nonlinear dynamical models
A Ghosh, M Abdalmoaty, S Chatterjee, H Hjalmarsson
arXiv preprint arXiv:2205.02264, 2022
2022
Normalizing Flow based Hidden Markov Models for Phone Recognition
A Ghosh
2020
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Articles 1–11