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statistical modeling

46 papers

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bayesian inference (1904) neural population (44) probabilistic modeling (851) uncertainty quantification (1365) probabilistic model (476) expectation maximization (254) computational linguistics (210) deep learning (2111) monte carlo simulation (25) statistical model (36)

Papers

TextImager as a Generic Interface to R EACL 2017
Multilingual i-Vector Based Statistical Modeling for Music Genre Classification INTERSPEECH 2017
Prediction of Speech Delay from Acoustic Measurements INTERSPEECH 2017
Mel-Cepstral Distortion of German Vowels in Different Information Density Contexts INTERSPEECH 2017
The Use of Read versus Conversational Lombard Speech in Spectral Tilt Modeling for Intelligibility Enhancement in Near-End Noise Conditions INTERSPEECH 2016
Temporal Action Detection Using a Statistical Language Model CVPR 2016
Global Analysis of Expectation Maximization for Mixtures of Two Gaussians NIPS 2016
Low-dimensional models of neural population activity in sensory cortical circuits NIPS 2014
FastEx: Hash Clustering with Exponential Families NIPS 2012
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NIPS 2012
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NIPS 2012
Collective Graphical Models NIPS 2011
Hierarchical Probabilistic Models for Group Anomaly Detection AISTATS 2011
Empirical models of spiking in neural populations NIPS 2011
Linear readout from a neural population with partial correlation data NIPS 2010
A joint maximum-entropy model for binary neural population patterns and continuous signals NIPS 2009
Measuring model complexity with the prior predictive NIPS 2009
A spatially varying two-sample recombinant coalescent, with applications to HIV escape response NIPS 2008
An Information Theoretic Framework for Eukaryotic Gradient Sensing NIPS 2006
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006
A Neural Probabilistic Language Model JMLR 2003