Sohan Seth

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Least Mean Square

Marginal Likelihood

Gene Expression

Dirichlet Process

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Nia C. Jenkins, Katjana Ehrlich, András Kufcsák, Stephanos Yerolatsitis, Susan Fernandes, Irene Young, Katie Hamilton, Harry A. C. Wood, Tom Quinn, Vikki Young, Ahsan R. Akram, James M. Stone, Robert R. Thomson, Keith Finlayson, Kevin Dhaliwal, Sohan Seth
Computational Fluorescence Suppression in Shifted Excitation Raman Spectroscopy. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Alexandra C. Adams, András Kufcsák, Katjana Ehrlich, Kevin Dhaliwal, Sohan Seth
Simultaneous Spectral Temporal Modelling for a Time-Resolved Fluorescence Emission Spectrum. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Isaac Neal, Sohan Seth, Gary Watmough, Mamadou Saliou Diallo
Census-Independent Population Estimation using Representation Learning. CoRR (2021)
Isaac Neal, Sohan Seth, Gary Watmough, Mamadou Saliou Diallo
Towards Sustainable Census Independent Population Estimation in Mozambique. CoRR (2021)
Sohan Seth, Ahsan R. Akram, Kevin Dhaliwal, Christopher K. I. Williams
Estimating Bacterial and Cellular Load in FCFM Imaging. J. Imaging 4 (1) (2018)
Sohan Seth, Ahsan R. Akram, Kevin Dhaliwal, Christopher K. I. Williams
Estimating Bacterial Load in FCFM Imaging. MIUA (2017)
Sohan Seth, Manuel J. A. Eugster
Archetypal Analysis for Nominal Observations. IEEE Trans. Pattern Anal. Mach. Intell. 38 (5) (2016)
Sohan Seth, Manuel J. A. Eugster
Probabilistic archetypal analysis. Mach. Learn. 102 (1) (2016)
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
Modelling-based experiment retrieval: a case study with gene expression clustering. Bioinform. 32 (9) (2016)
Paul Blomstedt, Ritabrata Dutta, Sohan Seth, Alvis Brazma, Samuel Kaski
Modelling-based experiment retrieval: A case study with gene expression clustering. CoRR (2015)
Rosha Pokharel, Sohan Seth, José C. Príncipe
Quantized mixture kernel least mean square. IJCNN (2014)
Sohan Seth, Niko Välimäki, Samuel Kaski, Antti Honkela
Exploration and retrieval of whole-metagenome sequencing samples. Bioinform. 30 (17) (2014)
Il Memming Park, Sohan Seth, Steven Van Vaerenbergh
Probabilistic kernel least mean squares algorithms. ICASSP (2014)
Sohan Seth, John Shawe-Taylor, Samuel Kaski
Retrieval of Experiments by Efficient Estimation of Marginal Likelihood. CoRR (2014)
Sohan Seth, José C. Príncipe
Learning dependence from samples. Int. J. Bioinform. Res. Appl. 10 (1) (2014)
Sohan Seth, John Shawe-Taylor, Samuel Kaski
Retrieval of Experiments by Efficient Comparison of Marginal Likelihoods. ICONIP (2) (2014)
Il Memming Park, Sohan Seth, António R. C. Paiva, Lin Li, José C. Príncipe
Kernel Methods on Spike Train Space for Neuroscience: A Tutorial. IEEE Signal Process. Mag. 30 (4) (2013)
Ritabrata Dutta, Sohan Seth, Samuel Kaski
Retrieval of Experiments with Sequential Dirichlet Process Mixtures in Model Space. CoRR (2013)
Sohan Seth, Niko Välimäki, Samuel Kaski, Antti Honkela
Exploration and retrieval of whole-metagenome sequencing samples. CoRR (2013)
Il Memming Park, Sohan Seth, Steven Van Vaerenbergh
Bayesian Extensions of Kernel Least Mean Squares. CoRR (2013)
Rosha Pokharel, Sohan Seth, José C. Príncipe
Mixture kernel least mean square. IJCNN (2013)
Il Memming Park, Sohan Seth, Murali Rao, José C. Príncipe
Strictly Positive-Definite Spike Train Kernels for Point-Process Divergences. Neural Comput. 24 (8) (2012)
Bilal Fadlallah, Sohan Seth, Andreas Keil, José C. Príncipe
Analyzing dependence structure of the human brain in response to visual stimuli. ICASSP (2012)
Sohan Seth, José Carlos Príncipe
Assessing Granger Non-Causality Using Nonparametric Measure of Conditional Independence. IEEE Trans. Neural Networks Learn. Syst. 23 (1) (2012)
Bilal H. Fadlallah, Austin J. Brockmeier, Sohan Seth, Lin Li, Andreas Keil, José C. Príncipe
An Association Framework to Analyze Dependence Structure in Time Series. EMBC (2012)
Bilal Fadlallah, Sohan Seth, Andreas Keil, José Carlos Príncipe
Quantifying Cognitive State From EEG Using Dependence Measures. IEEE Trans. Biomed. Eng. 59 (10) (2012)
Sohan Seth, José C. Príncipe
Conditional Association. Neural Comput. 24 (7) (2012)
Badong Chen, Songlin Zhao, Sohan Seth, José C. Príncipe
Online efficient learning with quantized KLMS and L1 regularization. IJCNN (2012)
Sohan Seth, Murali Rao, Il Park, José C. Príncipe
A Unified Framework for Quadratic Measures of Independence. IEEE Trans. Signal Process. 59 (8) (2011)
Sohan Seth, Austin J. Brockmeier, José Carlos Príncipe
A metric approach toward point process divergence. ICASSP (2011)
Verónica Bolón-Canedo, Sohan Seth, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, José C. Príncipe
Statistical dependence measure for feature selection in microarray datasets. ESANN (2011)
Sohan Seth, Austin J. Brockmeier, John S. Choi, Mulugeta Semework, Joseph T. Francis, José C. Príncipe
Evaluating dependence in spike train metric spaces. IJCNN (2011)
Murali Rao, Sohan Seth, Jian-Wu Xu, Yunmei Chen, Hemant D. Tagare, José C. Príncipe
A test of independence based on a generalized correlation function. Signal Process. 91 (1) (2011)
Bilal H. Fadlallah, Sohan Seth, Andreas Keil, José C. Príncipe
Robust EEG preprocessing for dependence-based condition discrimination. EMBC (2011)
Il Park, Sohan Seth, Murali Rao, José Carlos Príncipe
Estimation of symmetric chi-square divergence for point processes. ICASSP (2011)
Lin Li, Il Memming Park, Sohan Seth, John S. Choi, Joseph T. Francis, Justin C. Sanchez, José C. Príncipe
An adaptive decoder from spike trains to micro-stimulation using kernel least-mean-squares (KLMS). MLSP (2011)
Sohan Seth, José C. Príncipe
Variable Selection: A Statistical Dependence Perspective. ICMLA (2010)
Sohan Seth, José C. Príncipe
A Test of Granger Non-causality Based on Nonparametric Conditional Independence. ICPR (2010)
Sohan Seth, Il Memming Park, Austin J. Brockmeier, Mulugeta Semework, John S. Choi, Joseph T. Francis, José Carlos Príncipe
A novel family of non-parametric cumulative based divergences for point processes. NIPS (2010)
Sohan Seth, José C. Príncipe
A conditional distribution function based approach to design nonparametric tests of independence and conditional independence. ICASSP (2010)
Sohan Seth, Il Park, José C. Príncipe
A new nonparametric measure of conditional independence. ICASSP (2009)
Sohan Seth, José Carlos Príncipe
On speeding up computation in information theoretic learning. IJCNN (2009)
Sohan Seth, José C. Príncipe
Compressed signal reconstruction using the correntropy induced metric. ICASSP (2008)