Somak Raychaudhury

Publication Activity (10 Years)

Years Active: 2004-2016
Publications (10 Years): 1

Top Topics

Computational Intelligence

Metric Learning

Histogram Intersection Kernel

Probabilistic Logic

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Sultanah Al Otaibi, Peter Tiño, Somak Raychaudhury
Probabilistic Modelling for Delay Estimation in Gravitationally Lensed Photon Streams. IDEAL (2016)
Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider
Incorporating Privileged Information Through Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 24 (7) (2013)
Shereen Fouad, Peter Tiño, Somak Raychaudhury, Petra Schneider
Learning Using Privileged Information in Prototype Based Models. ICANN (2) (2012)
Peter Tiño, Somak Raychaudhury
Computational Intelligence in Astronomy - A Win-Win Situation. TPNC (2012)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
Uncovering delayed patterns in noisy and irregularly sampled time series: An astronomy application. Pattern Recognit. 43 (3) (2010)
Xiaoxia Wang, Peter Tiño, Mark A. Fardal, Somak Raychaudhury, Arif Babul
Fast parzen window density estimator. IJCNN (2009)
Peter Tiño, Juan C. Cuevas-Tello, Somak Raychaudhury
Estimating Time Delay in Gravitationally Lensed Fluxes. Similarity-based learning on structures (2009)
Nikolaos Gianniotis, Peter Tiño, Steve Spreckley, Somak Raychaudhury
Topographic Mapping of Astronomical Light Curves via a Physically Inspired Probabilistic Model. ICANN (1) (2009)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury, Xin Yao, Markus Harva
Uncovering delayed patterns in noisy and irregularly sampled time series: an astronomy application CoRR (2009)
Markus Harva, Somak Raychaudhury
Bayesian estimation of time delays between unevenly sampled signals. Neurocomputing 72 (1-3) (2008)
Jianyong Sun, Ata Kabán, Somak Raychaudhury
Robust Visual Mining of Data with Error Information. PKDD (2007)
Jianyong Sun, Ata Kabán, Somak Raychaudhury
Robust mixtures in the presence of measurement errors. ICML (2007)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury
A Kernel-Based Approach to Estimating Phase Shifts Between Irregularly Sampled Time Series: An Application to Gravitational Lenses. ECML (2006)
Juan C. Cuevas-Tello, Peter Tiño, Somak Raychaudhury
How accurate are the time delay estimates in gravitational lensing? CoRR (2006)
Ata Kabán, Jianyong Sun, Somak Raychaudhury, Louisa Nolan
On Class Visualisation for High Dimensional Data: Exploring Scientific Data Sets. Discovery Science (2006)
Mark O'Dwyer, Ela Claridge, Trevor Ponman, Somak Raychaudhury
Mapping the Physical Properties of Cosmic Hot Gas with Hyper-Spectral Imaging. WACV/MOTION (2005)
Ata Kabán, Louisa Nolan, Somak Raychaudhury
Finding Young Stellar Populations in Elliptical Galaxies from Independent Components of Optical Spectra. SDM (2005)
Jin Li, Xin Yao, Colin Frayn, Habib G. Khosroshahi, Somak Raychaudhury
An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies. PPSN (2004)