Publications by Anubhab Ghosh
Peer reviewed
Articles
[1]
A. Ghosh, A. Honore and S. Chatterjee, "DANSE : Data-Driven Non-Linear State Estimation of Model-Free Process in Unsupervised Learning Setup," IEEE Transactions on Signal Processing, vol. 72, pp. 1824-1838, 2024.
[2]
A. Ghosh et al., "DeepBayes—An estimator for parameter estimation in stochastic nonlinear dynamical models," Automatica, vol. 159, 2024.
[3]
A. E. Fontcuberta et al., "Forecasting Solar Cycle 25 with Physical Model-Validated Recurrent Neural Networks," Solar Physics, vol. 298, no. 1, 2023.
Conference papers
[4]
A. Honore, A. Ghosh and S. Chatterjee, "Compressed Sensing of Generative Sparse-Latent (GSL) Signals," in 31st European Signal Processing Conference, EUSIPCO 2023 - Proceedings, 2023, pp. 1918-1922.
[5]
A. Ghosh, A. Honore and S. Chatterjee, "DANSE : Data-driven Non-linear State Estimation of Model-free Process in Unsupervised Bayesian Setup," in Proceedings 31st European Signal Processing Conference, EUSIPCO 2023, 2023, pp. 870-874.
[6]
A. Ghosh et al., "Time-varying Normalizing Flow for Generative Modeling of Dynamical Signals," in 2022 30Th European Signal Processing Conference (EUSIPCO 2022), 2022, pp. 1492-1496.
[7]
A. Ghosh et al., "Robust classification using hidden markov models and mixtures of normalizing flows," in 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP), 2020.
Latest sync with DiVA:
2024-08-13 00:20:30