Anubhab Ghosh

According to our database, Anubhab Ghosh authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

DeepBayes - An estimator for parameter estimation in stochastic nonlinear dynamical models.

Anubhab Ghosh, Mohamed Abdalmoaty, Saikat Chatterjee, Håkan Hjalmarsson

Autom., January, 2024

DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup.

Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee

IEEE Trans. Signal Process., 2024

AI-Aided Kalman Filters.

Nir Shlezinger, Guy Revach, Anubhab Ghosh, Saikat Chatterjee, Shuo Tang, Tales Imbiriba, Jindrich Duník, Ondrej Straka, Pau Closas, Yonina C. Eldar

CoRR, 2024

Data-driven Bayesian State Estimation with Compressed Measurement of Model-free Process using Semi-supervised Learning.

Anubhab Ghosh, Yonina C. Eldar, Saikat Chatterjee

CoRR, 2024

2023

Compressed Sensing of Generative Sparse-Latent (GSL) Signals.

Antoine Honoré, Anubhab Ghosh, Saikat Chatterjee

Proceedings of the 31st European Signal Processing Conference, 2023

DANSE: Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Bayesian Setup.

Anubhab Ghosh, Antoine Honoré, Saikat Chatterjee

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Qiwi: A Beginner Friendly Quantum Language.

Abhinandan Pal, Anubhab Ghosh

Proceedings of the Companion Proceedings of the 2022 ACM SIGPLAN International Conference on Systems, 2022

Time-varying Normalizing Flow for Generative Modeling of Dynamical Signals.

Anubhab Ghosh, Aleix Espuña Fontcuberta, Mohamed Rasheed-Hilmy Abdalmoaty, Saikat Chatterjee

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Normalizing Flow based Hidden Markov Models for Classification of Speech Phones with Explainability.

Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee

CoRR, 2021

2020

Robust Classification Using Hidden Markov Models and Mixtures of Normalizing Flows.

Anubhab Ghosh, Antoine Honoré, Dong Liu, Gustav Eje Henter, Saikat Chatterjee

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020