Hagai Attias

42 papers A 6C 1Misc 1Journal 8Unranked 26
YearRankTypeTitle / Venue / Authors
2013 J jnl
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes
CoRR
Hagai Attias
2012 J jnl
Effectiveness of sparse Bayesian algorithm for MVAR coefficient estimation in MEG/EEG source-space causality analysis
CoRR
Kensuke Sekihara, Hagai Attias, Julia P. Owen, Srikantan S. Nagarajan
2010 — conf
Sparse Spatio-temporal Inference of Electromagnetic Brain Sources.
MLMI
Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan
2009 J jnl
A Spatiotemporal Framework for Estimating Trial-to-Trial Amplitude Variation in Event-Related MEG/EEG.
IEEE Trans. Biomed. Eng.
Tulaya Limpiti, Barry D. Van Veen, Hagai Attias, Srikantan S. Nagarajan
2009 — conf
Robust Methods for Reconstructing Brain Activity and Functional Connectivity Between Brain Sources with MEG/EEG Data.
ISBI
Julia P. Owen, David P. Wipf, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2009 J jnl
Speech Enhancement, Gain, and Noise Spectrum Adaptation Using Approximate Bayesian Estimation.
IEEE Trans. Speech Audio Process.
Jiucang Hao, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee, Terrence J. Sejnowski
2008 — conf
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG.
NIPS
David P. Wipf, Julia P. Owen, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2007 J jnl
Adaptive Kalman Filtering and Smoothing for Tracking Vocal Tract Resonances Using a Continuous-Valued Hidden Dynamic Model.
IEEE Trans. Speech Audio Process.
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2007 — conf
Probabilistic Graphical Model for Auto-Annotation, Content-Based Retrieval, and Classification of TV Clips Containing Audio, Video, and Text.
ICASSP (2)
Duangmanee Putthividhya, Hagai Attias, Srikantan S. Nagarajan, Te-Won Lee
2006 — conf
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model.
ICA
Kenneth E. Hild II, Hagai Attias, Srikantan S. Nagarajan
2006 — conf
Frequency Domain Blind Source Separation Exploiting Higher-Order Dependencies.
ICASSP (5)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
2006 — conf
Partitioned Factor Analysis for Interference Suppression and Source Extraction.
ICA
Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II
2006 — conf
Two probabilistic algorithms for MEG/EEG source reconstruction.
ISBI
Johanna M. Zumer, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan
2005 — conf
Robust time delay estimation in noisy reverberant environments with a probabilistic graphical model.
ICASSP (5)
Taesu Kim, Hagai Attias, Soo-Young Lee, Te-Won Lee
2005 — conf
Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity.
NIPS
Srikantan S. Nagarajan, Hagai Attias, Kenneth E. Hild II, Kensuke Sekihara
2004 — conf
A multimodal variational approach to learning and inference in switching state space models [speech processing application].
ICASSP (5)
Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth
2004 — conf
A structured speech model with continuous hidden dynamics and prediction-residual training for tracking vocal tract resonances.
ICASSP (1)
Li Deng, Leo J. Lee, Hagai Attias, Alex Acero
2004 — conf
Audio-visual graphical models for speech processing.
ICASSP (5)
John R. Hershey, Hagai Attias, Nebojsa Jojic, Trausti T. Kristjansson
2004 — conf
Single microphone source separation using high resolution signal reconstruction.
ICASSP (2)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
2004 — conf
Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM.
ECCV (4)
Trausti T. Kristjansson, Hagai Attias, John R. Hershey
2003 J jnl
A Graphical Model for Audiovisual Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
2003 — conf
New EM algorithms for source separation and deconvolution with a microphone array.
ICASSP (5)
Hagai Attias
2003 A conf
Planning by Probabilistic Inference.
AISTATS
Hagai Attias
2003 — conf
Variational inference and learning for segmental switching state space models of hidden speech dynamics.
ICASSP (1)
Leo J. Lee, Hagai Attias, Li Deng
2002 A conf
A new approach to speech enhancement by a microphone array using EM and mixture models.
INTERSPEECH
Hagai Attias, Li Deng
2002 Misc conf
A self-calibrating algorithm for speaker tracking based on audio-visual statistical models.
ICASSP
Matthew J. Beal, Nebojsa Jojic, Hagai Attias
2002 — conf
Audio Watermark Robustness to Desynchronization via Beat Detection.
Information Hiding
Darko Kirovski, Hagai Attias
2002 — conf
Audio-Video Sensor Fusion with Probabilistic Graphical Models.
ECCV (1)
Matthew J. Beal, Hagai Attias, Nebojsa Jojic
2002 C conf
Beat-ID: identifying music via beat analysis.
IEEE Workshop on Multimedia Signal Processing
Darko Kirovski, Hagai Attias
2002 — conf
Source Separation with a Sensor Array Using Graphical Models and Subband Filtering.
NIPS
Hagai Attias
2001 A conf
A new method for speech denoising and robust speech recognition using probabilistic models for clean speech and for noise.
INTERSPEECH
Hagai Attias, Li Deng, Alex Acero, John C. Platt
2001 A conf
Learning in high dimensions: modular mixture models.
AISTATS
Hagai Attias
2000 — conf
Speech Denoising and Dereverberation Using Probabilistic Models.
NIPS
Hagai Attias, John C. Platt, Alex Acero, Li Deng
1999 — conf
A Variational Baysian Framework for Graphical Models.
NIPS
Hagai Attias
1999 A conf
Hierarchical IFA Belief Networks.
AISTATS
Hagai Attias
1999 — conf
Independent Factor Analysis with Temporally Structured Sources.
NIPS
Hagai Attias
1999 J jnl
Independent Factor Analysis.
Neural Comput.
Hagai Attias
1999 A conf
Inferring Parameters and Structure of Latent Variable Models by Variational Bayes.
UAI
Hagai Attias
1998 J jnl
Blind Source Separation and Deconvolution: the Dynamic Component Analysis Algorithm.
Neural Comput.
Hagai Attias, Christoph E. Schreiner
1998 — conf
Learning a Hierarchical Belief Network of Independent Factor Analyzers.
NIPS
Hagai Attias
1997 — conf
Coding of Naturalistic Stimuli by Auditory Midbrain Neurons.
NIPS
Hagai Attias, Christoph E. Schreiner
1996 — conf
Temporal Low-Order Statistics of Natural Sounds.
NIPS
Hagai Attias, Christoph E. Schreiner