Somak Raychaudhury

According to our database, Somak Raychaudhury authored at least 17 papers between 2004 and 2016.

Collaborative distances:

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

2016

Probabilistic Modelling for Delay Estimation in Gravitationally Lensed Photon Streams.

Sultanah Al Otaibi, Peter Tiño, Somak Raychaudhury

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

2013

Incorporating Privileged Information Through Metric Learning.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

IEEE Trans. Neural Networks Learn. Syst., 2013

2012

Computational Intelligence in Astronomy - A Win-Win Situation.

Peter Tiño, Somak Raychaudhury

Proceedings of the Theory and Practice of Natural Computing, 2012

Learning Using Privileged Information in Prototype Based Models.

Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2010

Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application.

Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva

Pattern Recognit., 2010

2009

Fast parzen window density estimator.

Xiaoxia Wang, Peter Tiño, Mark A. Fardal, Somak Raychaudhury, Arif Babul

Proceedings of the International Joint Conference on Neural Networks, 2009

Topographic Mapping of Astronomical Light Curves via a Physically Inspired Probabilistic Model.

Nikolaos Gianniotis, Peter Tiño, Steve Spreckley, Somak Raychaudhury

Proceedings of the Artificial Neural Networks, 2009

Estimating Time Delay in Gravitationally Lensed Fluxes.

Peter Tiño, Juan Carlos Cuevas-Tello, Somak Raychaudhury

Proceedings of the Similarity-based learning on structures, 15.02. - 20.02.2009, 2009

2008

Bayesian estimation of time delays between unevenly sampled signals.

Markus Harva, Somak Raychaudhury

Neurocomputing, 2008

2007

Robust Visual Mining of Data with Error Information.

Jianyong Sun, Ata Kabán, Somak Raychaudhury

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Robust mixtures in the presence of measurement errors.

Jianyong Sun, Ata Kabán, Somak Raychaudhury

Proceedings of the Machine Learning, 2007

2006

How accurate are the time delay estimates in gravitational lensing?

Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury

CoRR, 2006

A Kernel-Based Approach to Estimating Phase Shifts Between Irregularly Sampled Time Series: An Application to Gravitational Lenses.

Juan Carlos Cuevas-Tello, Peter Tiño, Somak Raychaudhury

Proceedings of the Machine Learning: ECML 2006, 2006

On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets.

Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan

Proceedings of the Discovery Science, 9th International Conference, 2006

2005

Mapping the Physical Properties of Cosmic Hot Gas with Hyper-Spectral Imaging.

Mark O'Dwyer, Ela Claridge, Trevor Ponman, Somak Raychaudhury

Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Finding Young Stellar Populations in Elliptical Galaxies from Independent Components of Optical Spectra.

Ata Kabán, Louisa Nolan, Somak Raychaudhury

Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

2004

An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies.

Jin Li, Xin Yao, Colin Frayn, Habib G. Khosroshahi, Somak Raychaudhury

Proceedings of the Parallel Problem Solving from Nature, 2004