Madhurima Panja

According to our database, Madhurima Panja authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

EnTransformer: A Deep Generative Transformer for Multivariate Probabilistic Forecasting.

Rajdeep Pathak, Rahul Goswami, Madhurima Panja, Palash Ghosh, Tanujit Chakraborty

CoRR, March, 2026

Turning Time Series into Algebraic Equations: Symbolic Machine Learning for Interpretable Modeling of Chaotic Time Series.

Madhurima Panja, Grace Younes, Tanujit Chakraborty

CoRR, March, 2026

2025

Epidemic-guided deep learning for spatiotemporal forecasting of tuberculosis outbreak.

Madhab Barman, Madhurima Panja, Nachiketa Mishra, Tanujit Chakraborty

Mach. Learn., October, 2025

Forecasting precipitation in the Arctic using probabilistic machine learning informed by causal climate drivers.

Madhurima Panja, Dhiman Das, Tanujit Chakraborty, Arnob Ray, R. Athulya, Chittaranjan Hens, Syamal K. Dana, Nuncio Murukesh, Dibakar Ghosh

CoRR, October, 2025

Neural ARFIMA model for forecasting BRIC exchange rates with long memory under oil shocks and policy uncertainties.

Tanujit Chakraborty, Donia Besher, Madhurima Panja, Shovon Sengupta

CoRR, September, 2025

Skew-probabilistic neural networks for learning from imbalanced data.

Shraddha M. Naik, Tanujit Chakraborty, Madhurima Panja, Abdenour Hadid, Bibhas Chakraborty

Pattern Recognit., 2025

2024

Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art.

Tanujit Chakraborty, Ujjwal Reddy K. S, Shraddha M. Naik, Madhurima Panja, Bayapureddy Manvitha

Mach. Learn. Sci. Technol., March, 2024

Spatiotemporal Forecasting of Traffic Flow Using Wavelet-Based Temporal Attention.

Yash Jakhmola, Madhurima Panja, Nitish Kumar Mishra, Kripabandhu Ghosh, Uttam Kumar, Tanujit Chakraborty

IEEE Access, 2024

2023

Epicasting: An Ensemble Wavelet Neural Network for forecasting epidemics.

Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Nan Liu

Neural Networks, August, 2023

Probabilistic AutoRegressive Neural Networks for Accurate Long-Range Forecasting.

Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Abdenour Hadid

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

An ensemble neural network approach to forecast Dengue outbreak based on climatic condition.

Madhurima Panja, Tanujit Chakraborty, Sk. Shahid Nadim, Indrajit Ghosh, Uttam Kumar, Nan Liu

CoRR, 2022

Epicasting: An Ensemble Wavelet Neural Network (EWNet) for Forecasting Epidemics.

Madhurima Panja, Tanujit Chakraborty, Uttam Kumar, Nan Liu

CoRR, 2022

An Interpretable Probabilistic Autoregressive Neural Network Model for Time Series Forecasting.

Madhurima Panja, Uttam Kumar, Tanujit Chakraborty

CoRR, 2022