Publications
Peer-reviewed journals
1) [In preparation] A. Borthakur, A. Zimmermann, Goalkeeper distribution is a reliable indicator of squad possession, Journal of Quantitative Analytics in Sports
2) [Published ‑ 05 January 2024] G. Bhatta, S. Gharat, A. Borthakur and A. Kumar, Gamma‑ray Blazar Classification using Machine Learning with Advanced Weight Initialization and Self‑Supervised Learning Techniques, Monthly Notices of The Royal Astronomical Society, [link] [code]
3) [Published ‑ 23 November 2023] S. Gharat, A. Borthakur and G. Bhatta, Estimation of redshift and associated uncertainty of Fermi/LAT extra‑galactic sources with Deep Learning, Monthly Notices of The Royal Astronomical Society, [link] [code]
4) [Published ‑ 12 July 2023] S.Gharat, B.Bose, A. Borthakur and R. Mazumder, An Image Processing approach to identify solar plages observed at 393.37 nm by the Kodaikanal Solar Observatory, Royal Astronomical Society Techniques and Instruments, [link] [code]
Conferences
1) [Accepted ‑ 31 October 2023] S.Gharat, G.Bhatta and A. Borthakur, Gamma Ray AGNs: Estimating Redshifts and Blazar Classification using Neural Networks with smart initialization and self‑supervised learning, 37th Conference on Neural Information Processing Systems (NuerIPS) @ ML4PS workshop, [Paper #116] [Paper pdf] [Poster png]
![[Poster png]](https://nips.cc/media/PosterPDFs/NeurIPS%202023/76165.png){kind=link}
2) [Accepted ‑ 14 October 2023] S.Gharat, G.Bhatta and A. Borthakur, Gamma Ray AGNs: Estimating Redshifts and Blazar Classification using Neural Networks with smart initialization and self‑supervised learning, 243rd Meeting of the American Astronomical Society, [Code-part 1] [Code-part 2]
3) [Accepted ‑ 10 January 2023] S.Gharat, A. Borthakur, A Bayesian approach to classify SDSS images, 41st Meeting of the Astronomical Society of India, [Conference ID #ASI2023_751] [Code]
4) [Accepted ‑ 10 January 2023] S.Gharat, B.Bose, A. Borthakur and R. Mazumder, An Image Processing approach to identify solar plages observed at 393.37 nm by the Kodaikanal Solar Observatory, 41st Meeting of the Astronomical Society of India, [Conference ID #ASI2023_221] [Code]