Hagai Attias

Publication Activity (10 Years)

Years Active: 1996-2013
Publications (10 Years): 0

Top Topics

Expectation Propagation

Variational Bayes

Space Requirements

Gaussian Mixture Model

Top Venues

Publications

Hagai Attias
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes CoRR (2013)
Kensuke Sekihara, Hagai Attias, Julia P. Owen, Srikantan S. Nagarajan
Effectiveness of sparse Bayesian algorithm for MVAR coefficient estimation in MEG/EEG source-space causality analysis CoRR (2012)
Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan
Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. MLMI (2010)
Julia P. Owen, David P. Wipf, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
Robust Methods for Reconstructing Brain Activity and Functional Connectivity Between Brain Sources with MEG/EEG Data. ISBI (2009)
Tulaya Limpiti, Barry D. Van Veen, Hagai Attias, Srikantan S. Nagarajan
A Spatiotemporal Framework for Estimating Trial-to-Trial Amplitude Variation in Event-Related MEG/EEG. IEEE Trans. Biomed. Eng. 56 (3) (2009)
Jiucang Hao, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee, Terrence J. Sejnowski
Speech Enhancement, Gain, and Noise Spectrum Adaptation Using Approximate Bayesian Estimation. IEEE Trans. Speech Audio Process. 17 (1) (2009)
David P. Wipf, Julia P. Owen, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG. NIPS (2008)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model. IEEE Trans. Speech Audio Process. 15 (1) (2007)
Duangmanee Putthividhya, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee
Probabilistic Graphical Model for Auto-Annotation, Content-Based Retrieval, and Classification of TV Clips Containing Audio, Video, and Text. ICASSP (2) (2007)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
Frequency Domain Blind Source Separation Exploiting Higher-Order Dependencies. ICASSP (5) (2006)
Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model. ICA (2006)
Johanna M. Zumer, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
Two probabilistic algorithms for MEG/EEG source reconstruction. ISBI (2006)
Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II
Partitioned Factor Analysis for Interference Suppression and Source Extraction. ICA (2006)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
Robust time delay estimation in noisy reverberant environments with a probabilistic graphical model. ICASSP (5) (2005)
Srikantan S. Nagarajan, Hagai Attias, Kenneth E. Hild II, Kensuke Sekihara
Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity. NIPS (2005)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances. ICASSP (1) (2004)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
Single microphone source separation using high resolution signal reconstruction. ICASSP (2) (2004)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM. ECCV (4) (2004)
Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth
A multimodal variational approach to learning and inference in switching state space models [speech processing application]. ICASSP (5) (2004)
John R. Hershey, Hagai Attias, Nebojsa Jojic, Trausti T. Kristjansson
Audio-visual graphical models for speech processing. ICASSP (5) (2004)
Hagai Attias
Planning by Probabilistic Inference. AISTATS (2003)
Hagai Attias
New EM algorithms for source separation and deconvolution with a microphone array. ICASSP (5) (2003)
Leo J. Lee, Hagai Attias, Li Deng
Variational inference and learning for segmental switching state space models of hidden speech dynamics. ICASSP (1) (2003)
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
A Graphical Model for Audiovisual Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 25 (7) (2003)
Matthew J. Beal, Hagai Attias, Nebojsa Jojic
Audio-Video Sensor Fusion with Probabilistic Graphical Models. ECCV (1) (2002)
Darko Kirovski, Hagai Attias
Audio Watermark Robustness to Desynchronization via Beat Detection. Information Hiding (2002)
Darko Kirovski, Hagai Attias
Beat-ID: identifying music via beat analysis. IEEE Workshop on Multimedia Signal Processing (2002)
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
A self-calibrating algorithm for speaker tracking based on audio-visual statistical models. ICASSP (2002)
Hagai Attias, Li Deng
A new approach to speech enhancement by a microphone array using EM and mixture models. INTERSPEECH (2002)
Hagai Attias
Source Separation with a Sensor Array Using Graphical Models and Subband Filtering. NIPS (2002)
Hagai Attias
Learning in high dimensions: modular mixture models. AISTATS (2001)
Hagai Attias, Li Deng, Alex Acero, John C. Platt
A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise. INTERSPEECH (2001)
Hagai Attias, John C. Platt, Alex Acero, Li Deng
Speech Denoising and Dereverberation Using Probabilistic Models. NIPS (2000)
Hagai Attias
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes. UAI (1999)
Hagai Attias
A Variational Baysian Framework for Graphical Models. NIPS (1999)
Hagai Attias
Independent Factor Analysis. Neural Comput. 11 (4) (1999)
Hagai Attias
Independent Factor Analysis with Temporally Structured Sources. NIPS (1999)
Hagai Attias
Hierarchical IFA Belief Networks. AISTATS (1999)
Hagai Attias, Christoph E. Schreiner
Blind Source Separation and Deconvolution: the Dynamic Component Analysis Algorithm. Neural Comput. 10 (6) (1998)
Hagai Attias
Learning a Hierarchical Belief Network of Independent Factor Analyzers. NIPS (1998)
Hagai Attias, Christoph E. Schreiner
Coding of Naturalistic Stimuli by Auditory Midbrain Neurons. NIPS (1997)
Hagai Attias, Christoph E. Schreiner
Temporal Low-Order Statistics of Natural Sounds. NIPS (1996)