Anubhab Ghosh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

State Estimation

Dynamical Models

Top Venues

IEEE Trans. Signal Process.

Publications

Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup. IEEE Trans. Signal Process. 72 (2024)
Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee
Data-driven Bayesian State Estimation with Compressed Measurement of Model-free Process using Semi-supervised Learning. CoRR (2024)
Anubhab Ghosh, Mohamed Abdalmoaty, Saikat Chatterjee, Håkan Hjalmarsson
DeepBayes - An estimator for parameter estimation in stochastic nonlinear dynamical models. Autom. 159 (2024)
Antoine Honoré, Anubhab Ghosh, Saikat Chatterjee
Compressed Sensing of Generative Sparse-Latent (GSL) Signals. EUSIPCO (2023)
Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee
DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Bayesian Setup. EUSIPCO (2023)
Antoine Honoré, Anubhab Ghosh, Saikat Chatterjee
Compressed Sensing of Generative Sparse-latent (GSL) Signals. CoRR (2023)
Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee
DANSE: Data-driven Non-linear State Estimation of Model-free Process in Unsupervised Learning Setup. CoRR (2023)
Anubhab Ghosh, Mohamed Rasheed Abdalmoaty, Saikat Chatterjee, Håkan Hjalmarsson
DeepBayes - an estimator for parameter estimation in stochastic nonlinear dynamical models. CoRR (2022)
Abhinandan Pal, Anubhab Ghosh
Qiwi: A Beginner Friendly Quantum Language. SPLASH Companion (2022)
Anubhab Ghosh, Aleix Espuña Fontcuberta, Mohamed Rasheed-Hilmy Abdalmoaty, Saikat Chatterjee
Time-varying Normalizing Flow for Generative Modeling of Dynamical Signals. EUSIPCO (2022)
Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee
Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows. CoRR (2021)
Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee
Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability. CoRR (2021)
Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee
Robust Classification Using Hidden Markov Models and Mixtures of Normalizing Flows. MLSP (2020)