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.
Non-peer reviewed
Other
[8]
F. Stridfeldt et al., "Machine Learning Reveals That Osimertinib Treatment Influences Surface Protein Profiles in Non-small Cell Lung Cancer Patients," (Manuscript).
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2025-02-18 00:19:20