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NonGaussian signatures in cosmic shear fields PowerPoint PPT Presentation
NonGaussian signatures in cosmic shear fields - Bhuvnesh Jain (Penn) (MT & Jain 04, MT & Jain 07 in prep. ... galaxies into several bins based on photo-z derived from multi-colors (e.g., Massey etal07) ...
Bhuvnesh Jain (Penn) (MT & Jain 04, MT & Jain 07 in prep. ... galaxies into several bins based on photo-z derived from multi-colors (e.g., Massey etal07) ...
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Performance Issues in NonGaussian Filtering Problems PowerPoint PPT Presentation
Performance Issues in NonGaussian Filtering Problems - Corpus Christi College, Cambridge. Performance Issues in Non-Gaussian Filtering Problems ... Corpus Christi College, Cambridge. Simulation results Example I ...
Corpus Christi College, Cambridge. Performance Issues in Non-Gaussian Filtering Problems ... Corpus Christi College, Cambridge. Simulation results Example I ...
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NonLinear Statistical Static Timing Analysis for NonGaussian Variation Sources PowerPoint PPT Presentation
NonLinear Statistical Static Timing Analysis for NonGaussian Variation Sources - Non-Linear Statistical Static Timing Analysis for Non-Gaussian ... and Lei He1. 1EE Department, UCLA *2IBM Research Center. Address comments to lhe@ee.ucla.edu ...
Non-Linear Statistical Static Timing Analysis for Non-Gaussian ... and Lei He1. 1EE Department, UCLA *2IBM Research Center. Address comments to lhe@ee.ucla.edu ...
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Option Pricing formula based on a NonGaussian Stock Price Model PowerPoint PPT Presentation
Option Pricing formula based on a NonGaussian Stock Price Model - Partial differential Equation based on log-normal distribution ... Rev. Lett. 89, 098701 (2002). [3] L. Borland, Phys. Rev. E 57, 6634 (1998). Reference ...
Partial differential Equation based on log-normal distribution ... Rev. Lett. 89, 098701 (2002). [3] L. Borland, Phys. Rev. E 57, 6634 (1998). Reference ...
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Parameterized BlockBased Statistical Timing Analysis with NonGaussian Parameters and Nonlinear Delay PowerPoint PPT Presentation
Parameterized BlockBased Statistical Timing Analysis with NonGaussian Parameters and Nonlinear Delay - 1. Parameterized Block-Based Statistical Timing Analysis with Non-Gaussian Parameters ... 2IBM T.J. Watson Research Center, Yorktown Heights, NY ...
1. Parameterized Block-Based Statistical Timing Analysis with Non-Gaussian Parameters ... 2IBM T.J. Watson Research Center, Yorktown Heights, NY ...
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NonGaussian Data Fusion System NGDFS PowerPoint PPT Presentation
NonGaussian Data Fusion System NGDFS - The Non-Gaussian Data Fusion System (NGDFS) uses advanced multiple hypothesis, ... Each target distribution is represented ... Operational Route Planner (ORP) ...
The Non-Gaussian Data Fusion System (NGDFS) uses advanced multiple hypothesis, ... Each target distribution is represented ... Operational Route Planner (ORP) ...
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Bayesian solution for nonlinear and nonGaussian inverse problems by Markov Chain Monte Carlo method PowerPoint PPT Presentation
Bayesian solution for nonlinear and nonGaussian inverse problems by Markov Chain Monte Carlo method - Random walk 'without direction' Random walk 'with direction' Markov Chain Monte Carlo ... The series of z vectors is used to indicate the random walk through x ...
Random walk 'without direction' Random walk 'with direction' Markov Chain Monte Carlo ... The series of z vectors is used to indicate the random walk through x ...
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What is Independent Components Analysis PowerPoint PPT Presentation
What is Independent Components Analysis - What is Independent Components Analysis. ICA is a family of techniques used to ... si are statistically independent. Independent component must have nongaussian ...
What is Independent Components Analysis. ICA is a family of techniques used to ... si are statistically independent. Independent component must have nongaussian ...
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Independent Component Analysis PowerPoint PPT Presentation
Independent Component Analysis - The moment generating function MX(t) of a random variable X is ... Construct the Lagrangian as follows: Newton's method finds an extreme point by letting: ...
The moment generating function MX(t) of a random variable X is ... Construct the Lagrangian as follows: Newton's method finds an extreme point by letting: ...
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Independent Component Analysis PowerPoint PPT Presentation
Independent Component Analysis - Nongaussianity Measurement Kurtosis. ICA By Maximization of Nongaussianity. Gradient and FastICA Algorithms Using Kurtosis. Measuring Nongaussianity by Negentropy ...
Nongaussianity Measurement Kurtosis. ICA By Maximization of Nongaussianity. Gradient and FastICA Algorithms Using Kurtosis. Measuring Nongaussianity by Negentropy ...
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Independent Component Analysis (ICA) PowerPoint PPT Presentation
Independent Component Analysis (ICA) - Independent Component Analysis (ICA) Adopted from: Independent Component Analysis: A Tutorial Aapo Hyv rinen and Erkki Oja Helsinki University of Technology
Independent Component Analysis (ICA) Adopted from: Independent Component Analysis: A Tutorial Aapo Hyv rinen and Erkki Oja Helsinki University of Technology
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Multiscale Analysis for Intensity and Density Estimation PowerPoint PPT Presentation
Multiscale Analysis for Intensity and Density Estimation - yields different information about the structure of the data. ... Wedged Platelet Estimate. Inherit from finer scale. Algorithm in Action. Penalty Parameter ...
yields different information about the structure of the data. ... Wedged Platelet Estimate. Inherit from finer scale. Algorithm in Action. Penalty Parameter ...
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Turbulence: a Challenging Problem of Wind Energy PowerPoint PPT Presentation
Turbulence: a Challenging Problem of Wind Energy - weather. boundary layer. fluctuations. Loads and short time fluctuations ... weather ... Istalled power in. Europe 27 GW - Germany 12 GW - Spain 5 GW. North America ...
weather. boundary layer. fluctuations. Loads and short time fluctuations ... weather ... Istalled power in. Europe 27 GW - Germany 12 GW - Spain 5 GW. North America ...
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Bicoherence Monitor PowerPoint PPT Presentation
Bicoherence Monitor - Mean Variance Skewness Kurtosis. 0 if Symmetric. 0 if Gaussian. Useful statictical values, but... Kurtosis = 0 does not prove Gaussianity. Variations in ...
Mean Variance Skewness Kurtosis. 0 if Symmetric. 0 if Gaussian. Useful statictical values, but... Kurtosis = 0 does not prove Gaussianity. Variations in ...
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Independent Component Analysis on Images PowerPoint PPT Presentation
Independent Component Analysis on Images - Independent Component Analysis on Images Instructor: Dr. Longin Jan Latecki Presented by: Bo Han Motivation Decomposing a mixed signal into independent sources Ex.
Independent Component Analysis on Images Instructor: Dr. Longin Jan Latecki Presented by: Bo Han Motivation Decomposing a mixed signal into independent sources Ex.
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Investigating Higher Order Statistics and Gaussianity PowerPoint PPT Presentation
Investigating Higher Order Statistics and Gaussianity - Mean Variance Skewness Kurtosis. 0 if Symmetric. 0 if Gaussian ... Frame, channel, mean, variance, skew, kurtosis, gaussianity probability. LSC March 2001 ...
Mean Variance Skewness Kurtosis. 0 if Symmetric. 0 if Gaussian ... Frame, channel, mean, variance, skew, kurtosis, gaussianity probability. LSC March 2001 ...
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ICAbased Blind and GroupBlind Multiuser Detection PowerPoint PPT Presentation
ICAbased Blind and GroupBlind Multiuser Detection - Auto-correlation Matrix of Received Data. Auto-correlation Matrix (EVD) ... See Handout for Detail. ICA in CDMA:Hints. Hints: ICA Model: Data whitening. Ignore noise ...
Auto-correlation Matrix of Received Data. Auto-correlation Matrix (EVD) ... See Handout for Detail. ICA in CDMA:Hints. Hints: ICA Model: Data whitening. Ignore noise ...
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SIRP%20MODELING PowerPoint PPT Presentation
SIRP%20MODELING - Prof. Vincenzo Matta Dr. Roberto Conte. Preamble... E. Conte and M. Longo, IEE Proc. F-134, 191-197, 1987]. b) Identify SIRP model ...
Prof. Vincenzo Matta Dr. Roberto Conte. Preamble... E. Conte and M. Longo, IEE Proc. F-134, 191-197, 1987]. b) Identify SIRP model ...
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A Fixed Point Implementation of ICA and its Application in Surveillance Sensor Networks PowerPoint PPT Presentation
A Fixed Point Implementation of ICA and its Application in Surveillance Sensor Networks - Data collected at Twenty-nine Palms, CA, November 2001 ... M. Duarte and Y.H. Hu, 'Vehicle Classification in Distributed Sensor Networks' ...
Data collected at Twenty-nine Palms, CA, November 2001 ... M. Duarte and Y.H. Hu, 'Vehicle Classification in Distributed Sensor Networks' ...
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Independent%20Components%20Analysis PowerPoint PPT Presentation
Independent%20Components%20Analysis - 'Independent component analysis (ICA) is a method for finding underlying factors ... y is a linear combination of si, with weights given by zi. ...
'Independent component analysis (ICA) is a method for finding underlying factors ... y is a linear combination of si, with weights given by zi. ...
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Independent Component Analysis on Images PowerPoint PPT Presentation
Independent Component Analysis on Images - ICA (Independent Component Analysis) is a quite powerful technique to separate ... Kurtosis: Kurt(y)=E[y4]-3(E[y2])2 (approach 0 for a Gaussian random var) ...
ICA (Independent Component Analysis) is a quite powerful technique to separate ... Kurtosis: Kurt(y)=E[y4]-3(E[y2])2 (approach 0 for a Gaussian random var) ...
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Independent Component Analysis: Algorithms and Applications PowerPoint PPT Presentation
Independent Component Analysis: Algorithms and Applications - The variances of the independent components cannot be determined ... y1 and y2 are statistically independent if information about y1 does not give ...
The variances of the independent components cannot be determined ... y1 and y2 are statistically independent if information about y1 does not give ...
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Top quark reconstruction in ATLAS PowerPoint PPT Presentation
Top quark reconstruction in ATLAS - Title: Top quark reconstruction in ATLAS Author: Vadim Kostyukhin Last modified by: Vadim Kostyukhin Created Date: 10/5/1998 8:14:12 AM Document presentation format
Title: Top quark reconstruction in ATLAS Author: Vadim Kostyukhin Last modified by: Vadim Kostyukhin Created Date: 10/5/1998 8:14:12 AM Document presentation format
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Pre-processing PowerPoint PPT Presentation
Pre-processing - Pre-processing Idea: X O X O X O X X X O O O Output data Post-processing Network Pre-processing is good to use with networks since the network training = pre ...
Pre-processing Idea: X O X O X O X X X O O O Output data Post-processing Network Pre-processing is good to use with networks since the network training = pre ...
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Rods, Rotations, Gels PowerPoint PPT Presentation
Rods, Rotations, Gels - Tsai, J.-C., Ye, Fangfu , Rodriguez, Juan , Gollub, J.P., and Lubensky, T.C., A ... Dogic Z, Zhang J, Lau AWC, Aranda-Espinoza H, Dalhaimer P, Discher DE, Janmey PA, ...
Tsai, J.-C., Ye, Fangfu , Rodriguez, Juan , Gollub, J.P., and Lubensky, T.C., A ... Dogic Z, Zhang J, Lau AWC, Aranda-Espinoza H, Dalhaimer P, Discher DE, Janmey PA, ...
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Numerical and Statistical Approaches to ShortTerm Climate Prediction PowerPoint PPT Presentation
Numerical and Statistical Approaches to ShortTerm Climate Prediction - Best measure of forecast skill? ... UK MetOffice. Typical statistical model for El Ni o prediction ... Predictability of the First Kind (weather prediction) ...
Best measure of forecast skill? ... UK MetOffice. Typical statistical model for El Ni o prediction ... Predictability of the First Kind (weather prediction) ...
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Spectral Independent Component Analysis of Heart Rate Variability PowerPoint PPT Presentation
Spectral Independent Component Analysis of Heart Rate Variability - 'Independent component analysis (ICA) is a method for finding ... Grate accuracy and fastest convergence for ergodic system, like HRV. Conclusion (continue) ...
'Independent component analysis (ICA) is a method for finding ... Grate accuracy and fastest convergence for ergodic system, like HRV. Conclusion (continue) ...
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Independent Component Analysis: The Fast ICA algorithm PowerPoint PPT Presentation
Independent Component Analysis: The Fast ICA algorithm - Kurtosis for gaussian random variables is 0. Con not a robust measure of ... Instead of kurtosis function, choose a contrast function G that doesn't grow too ...
Kurtosis for gaussian random variables is 0. Con not a robust measure of ... Instead of kurtosis function, choose a contrast function G that doesn't grow too ...
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Methods and Techniques for Intelligent and Learning Systems ILS Ultimate goal: To create systems tha PowerPoint PPT Presentation
Methods and Techniques for Intelligent and Learning Systems ILS Ultimate goal: To create systems tha - Rolf Hulth n - MACSI Amsterdam. Restricted. 2000-11-23 ... Rolf hulth n - MACSI Amsterdam. Restricted. 2000-11-23. What's in ILS for (IT/Telecom) Industry? ...
Rolf Hulth n - MACSI Amsterdam. Restricted. 2000-11-23 ... Rolf hulth n - MACSI Amsterdam. Restricted. 2000-11-23. What's in ILS for (IT/Telecom) Industry? ...
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Pre-processing PowerPoint PPT Presentation
Pre-processing - Pre-processing is good to use with networks since the network training = pre ... e.g. share price, weather forecast, speech signals etc ...
Pre-processing is good to use with networks since the network training = pre ... e.g. share price, weather forecast, speech signals etc ...
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Independent Component Analysis For Time Series Separation PowerPoint PPT Presentation
Independent Component Analysis For Time Series Separation - An orthonormal matrix has n(n-1)/2 degrees of freedom. ... Demo for BBS with 'CoBliSS' (wav-files) http://www.esp.ele.tue.nl/onderzoek/daniels/BSS.html ...
An orthonormal matrix has n(n-1)/2 degrees of freedom. ... Demo for BBS with 'CoBliSS' (wav-files) http://www.esp.ele.tue.nl/onderzoek/daniels/BSS.html ...
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Biomedical Imaging PowerPoint PPT Presentation
Biomedical Imaging - Lately functional imaging is added as a new routine clinical imaging procedure. ... of Cognitive Neurology Institute of Neurology, University College London ...
Lately functional imaging is added as a new routine clinical imaging procedure. ... of Cognitive Neurology Institute of Neurology, University College London ...
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An orthonormal matrix has n(n-1)/2 degrees of freedom. .. PowerPoint PPT Presentation
An orthonormal matrix has n(n-1)/2 degrees of freedom. .. - An orthonormal matrix has n(n-1)/2 degrees of freedom. ... Demo for BBS with 'CoBliSS' (wav-files) http://www.esp.ele.tue.nl/onderzoek/daniels/BSS.html ...
An orthonormal matrix has n(n-1)/2 degrees of freedom. ... Demo for BBS with 'CoBliSS' (wav-files) http://www.esp.ele.tue.nl/onderzoek/daniels/BSS.html ...
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Uncertainties of Parton Distribution Functions PowerPoint PPT Presentation
Uncertainties of Parton Distribution Functions - High energy particles interact through their quark and gluon constituents the ... The Hessian method (m, n = 1 2 3 ... d) a1. a2. the standard fit, minimum c2 ...
High energy particles interact through their quark and gluon constituents the ... The Hessian method (m, n = 1 2 3 ... d) a1. a2. the standard fit, minimum c2 ...
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IT : 50 Years Later ... PowerPoint PPT Presentation
IT : 50 Years Later ... - A Mathematical Theory of Communication. Bell Systems Technical Journal. http: ... Probabilistic Methods on Communication Systems. Mathematical Theory of Entropy ...
A Mathematical Theory of Communication. Bell Systems Technical Journal. http: ... Probabilistic Methods on Communication Systems. Mathematical Theory of Entropy ...
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Heat Fluctuation in Phononic Transports PowerPoint PPT Presentation
Heat Fluctuation in Phononic Transports - Heat Fluctuation in Phononic Transports-Exact Large deviation function in heat transfer distribution-Keiji Saito University of Tokyo) Collaborators
Heat Fluctuation in Phononic Transports-Exact Large deviation function in heat transfer distribution-Keiji Saito University of Tokyo) Collaborators
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Exact and approximate inference in probabilistic graphical models PowerPoint PPT Presentation
Exact and approximate inference in probabilistic graphical models - Hybrid Monte Carlo (use gradient information) Swendsen-Wang (large moves for Ising model) ... Combine best of both worlds (hybrid) Use smart deterministic proposals ...
Hybrid Monte Carlo (use gradient information) Swendsen-Wang (large moves for Ising model) ... Combine best of both worlds (hybrid) Use smart deterministic proposals ...
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Helsinki Institute for Information Technology HIIT PowerPoint PPT Presentation
Helsinki Institute for Information Technology HIIT - basic funding from UH. main location at the premises of CS Dept of UH ... Example: 'how to construct and operate a sensor network to ensure minimum error ...
basic funding from UH. main location at the premises of CS Dept of UH ... Example: 'how to construct and operate a sensor network to ensure minimum error ...
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Dynamical Decay of Young FewBody Clusters and Isolated T Tauri Stars PowerPoint PPT Presentation
Dynamical Decay of Young FewBody Clusters and Isolated T Tauri Stars - ... al., 2000, Protostars and Planets IV. Serpens core: Testi ... few-body decay is likely in early stellar evolution. stellar dynamics approximates the evolution ...
... al., 2000, Protostars and Planets IV. Serpens core: Testi ... few-body decay is likely in early stellar evolution. stellar dynamics approximates the evolution ...
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EE645 Neural Networks and Learning Theory PowerPoint PPT Presentation
EE645 Neural Networks and Learning Theory - Goal: study computational capabilities of neural network and learning systems. ... y=g(s); activation or squashing function. g( ) x. w. y. s. w. 0 (Computational node) ...
Goal: study computational capabilities of neural network and learning systems. ... y=g(s); activation or squashing function. g( ) x. w. y. s. w. 0 (Computational node) ...
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Probability Frequentist versus Bayesian and why it matters PowerPoint PPT Presentation
Probability Frequentist versus Bayesian and why it matters - German insured male racing drivers. Each of these gives a different number. ... But m 3 does bracket x 68% of the time: The statement MT lies between 171 and ...
German insured male racing drivers. Each of these gives a different number. ... But m 3 does bracket x 68% of the time: The statement MT lies between 171 and ...
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An Active Mask Framework for the Segmentation of Fluorescence Microscope Images PowerPoint PPT Presentation
An Active Mask Framework for the Segmentation of Fluorescence Microscope Images - Ting Song and Qi Duan. Colleagues. Amina Chebira. Lionel Coulot, Heather Kirschner ... Jia-Shu Chen, Steven Lin. Eric Chu, Naoki Kimura. Ryan Kellogg, Shantanu Agarwal ...
Ting Song and Qi Duan. Colleagues. Amina Chebira. Lionel Coulot, Heather Kirschner ... Jia-Shu Chen, Steven Lin. Eric Chu, Naoki Kimura. Ryan Kellogg, Shantanu Agarwal ...
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Presentazione di PowerPoint PowerPoint PPT Presentation
Presentazione di PowerPoint - 'Il concetto di significativit statistica-Testare l'ipotesi' ... Vantaggi e svantaggi nell'uso del concetto 'statisticamente significativo' Vantaggi: ...
'Il concetto di significativit statistica-Testare l'ipotesi' ... Vantaggi e svantaggi nell'uso del concetto 'statisticamente significativo' Vantaggi: ...
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Independent Components Analysis PowerPoint PPT Presentation
Independent Components Analysis - Independent Components Analysis An Introduction Christopher G. Green Image Processing Laboratory Department of Radiology University of Washington
Independent Components Analysis An Introduction Christopher G. Green Image Processing Laboratory Department of Radiology University of Washington
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ICA Independent Component Analysis PowerPoint PPT Presentation
ICA Independent Component Analysis - FastICA Aapo Hyvarinen, Erkki Oja, using the cost function: kurtosis. kurtosis - In probability theory and statistics, kurtosis is a measure of the ' ...
FastICA Aapo Hyvarinen, Erkki Oja, using the cost function: kurtosis. kurtosis - In probability theory and statistics, kurtosis is a measure of the ' ...
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Conceptual Issues in Inflation PowerPoint PPT Presentation
Conceptual Issues in Inflation - * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * More observers live in the inflationary (part of the) universe because there are more stars and ...
* * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * * More observers live in the inflationary (part of the) universe because there are more stars and ...
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Towards the Standard Cosmological Model PowerPoint PPT Presentation
Towards the Standard Cosmological Model - Towards the Standard Cosmological Model. Andrei Linde. Cosmology: A general outlook ... String Cosmology and the Gravitino Mass. Kallosh, A.L. 2004. VAdS. uplifting ...
Towards the Standard Cosmological Model. Andrei Linde. Cosmology: A general outlook ... String Cosmology and the Gravitino Mass. Kallosh, A.L. 2004. VAdS. uplifting ...
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Helsinki Institute for Information Technology Scientific Advisory Board Meeting November 1517 , 2004 PowerPoint PPT Presentation
Helsinki Institute for Information Technology Scientific Advisory Board Meeting November 1517 , 2004 - Second meeting of the Scientific Advisory Board ... Palaeontology, ecology, paleoecology. Climate studies. Linguistic applications ...
Second meeting of the Scientific Advisory Board ... Palaeontology, ecology, paleoecology. Climate studies. Linguistic applications ...
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Discovery of Hidden Structure in High-Dimensional Data PowerPoint PPT Presentation
Discovery of Hidden Structure in High-Dimensional Data - Discovery of Hidden Structure in High-Dimensional Data Aapo Hyv rinen Senior Research Scientist University of Helsinki Helsinki University of Technology
Discovery of Hidden Structure in High-Dimensional Data Aapo Hyv rinen Senior Research Scientist University of Helsinki Helsinki University of Technology
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Overview of Large Scale Structure PowerPoint PPT Presentation
Overview of Large Scale Structure - Methods to investigate dark energy and dark matter: galaxy ... Galaxy and quasar survey. 400,000 galaxies with redshifts. Galaxy surveys: SDSS and 2dF ...
Methods to investigate dark energy and dark matter: galaxy ... Galaxy and quasar survey. 400,000 galaxies with redshifts. Galaxy surveys: SDSS and 2dF ...
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Looking Back, Looking Forward PowerPoint PPT Presentation
Looking Back, Looking Forward - Looking Back, Looking Forward
Looking Back, Looking Forward
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ICA - Independent Component Analysis PowerPoint PPT Presentation
ICA - Independent Component Analysis - Separation of artifacts in MEG data. Applications of ICA ... other users' signals in CDMA (Code-Division Multiple. Access) mobile communications ...
Separation of artifacts in MEG data. Applications of ICA ... other users' signals in CDMA (Code-Division Multiple. Access) mobile communications ...
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Information Theory PowerPoint PPT Presentation
Information Theory - Symmetric distributions suffer from the same robustness problems as Kurtosis alone ... ICA by estimating Negentropy is more robust than Kurtosis ...
Symmetric distributions suffer from the same robustness problems as Kurtosis alone ... ICA by estimating Negentropy is more robust than Kurtosis ...
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Independent Component Analysis ICA and Factor Analysis FA PowerPoint PPT Presentation
Independent Component Analysis ICA and Factor Analysis FA - Focus is on Independent and Non-Gaussian components in ... in room (independent) ... 0 and zero if and only if the variables are statistically independent ...
Focus is on Independent and Non-Gaussian components in ... in room (independent) ... 0 and zero if and only if the variables are statistically independent ...
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Cosmic Strings and Superstrings PowerPoint PPT Presentation
Cosmic Strings and Superstrings - Landscape ideas suggest a compactification of high topological complexity, so ... (2-pt functions from Martins & Shellard. 1. 2. 3. 4 ...
Landscape ideas suggest a compactification of high topological complexity, so ... (2-pt functions from Martins & Shellard. 1. 2. 3. 4 ...
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Extraction of Organism Groups from Phylogenetic Profiles Using Independent Component Analysis PowerPoint PPT Presentation
Extraction of Organism Groups from Phylogenetic Profiles Using Independent Component Analysis - Extraction of Organism Groups from Phylogenetic Profiles Using Independent ... O1. O2. O3. O4. ON. O1. O2. O3. O4. ON. Independent Component Analysis. ICA ...
Extraction of Organism Groups from Phylogenetic Profiles Using Independent ... O1. O2. O3. O4. ON. O1. O2. O3. O4. ON. Independent Component Analysis. ICA ...
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