Hagai Attias

Hagai Thomas Attias

	2012
35		Julia P. Owen, David P. Wipf, Hagai Thomas Attias, Kensuke Sekihara, Srikantan S. Nagarajan: Performance evaluation of the Champagne source reconstruction algorithm on simulated and real M/EEG data. NeuroImage 60(1): 305-323 (2012)
	2010
34		Duangmanee Putthividhya, Hagai Thomas Attias, Srikantan S. Nagarajan: Topic regression multi-modal Latent Dirichlet Allocation for image annotation. CVPR 2010: 3408-3415
33		Duangmanee Putthividhya, Hagai Thomas Attias, Srikantan S. Nagarajan: Supervised topic model for automatic image annotation. ICASSP 2010: 1894-1897
32		Carsten Stahlhut, Hagai Attias, David P. Wipf, Lars Kai Hansen, Srikantan S. Nagarajan: Sparse Spatio-temporal Inference of Electromagnetic Brain Sources. MLMI 2010: 157-164
	2009
31		Duangmanee Putthividhya, Hagai Thomas Attias, Srikantan S. Nagarajan: Independent factor topic models. ICML 2009: 105
30		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: 1271-1274
29		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 Transactions on Audio, Speech & Language Processing 17(1): 24-37 (2009)
	2008
28		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: 1777-1784
27		Kenneth E. Hild II, Hagai Thomas Attias, Srikantan S. Nagarajan: An Expectation-Maximization Method for Spatio-Temporal Blind Source Separation Using an AR-MOG Source Model. IEEE Transactions on Neural Networks 19(3): 508-519 (2008)
	2007
26		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 Transactions on Audio, Speech & Language Processing 15(1): 13-23 (2007)
25		Taesu Kim, Hagai Thomas Attias, Soo-Young Lee, Te-Won Lee: Blind Source Separation Exploiting Higher-Order Frequency Dependencies. IEEE Transactions on Audio, Speech & Language Processing 15(1): 70-79 (2007)
24		Kenneth E. Hild II, Hagai Thomas Attias, Silvia Comani, Srikantan S. Nagarajan: Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm. Signal Processing 87(8): 1993-2004 (2007)
	2006
23		Srikantan S. Nagarajan, Hagai Attias, Kensuke Sekihara, Kenneth E. Hild II: Partitioned Factor Analysis for Interference Suppression and Source Extraction. ICA 2006: 189-197
22		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: 98-105
21		Hagai Thomas Attias: A probabilistic graphical model for microphone array source separation using rich pre-trained source models. INTERSPEECH 2006
20		Johanna M. Zumer, Hagai Attias, Kensuke Sekihara, Srikantan S. Nagarajan: Two probabilistic algorithms for MEG/EEG source reconstruction. ISBI 2006: 940-943
19		Johanna M. Zumer, Hagai Thomas Attias, Kensuke Sekihara, Srikantan S. Nagarajan: A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data. NIPS 2006: 1625-1632
	2005
18		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
	2004
17		Trausti T. Kristjansson, Hagai Attias, John R. Hershey: Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM. ECCV (4) 2004: 546-559
	2003
16		Matthew J. Beal, Nebojsa Jojic, Hagai Attias: A Graphical Model for Audiovisual Object Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 25(7): 828-836 (2003)
	2002
15		Matthew J. Beal, Hagai Attias, Nebojsa Jojic: Audio-Video Sensor Fusion with Probabilistic Graphical Models. ECCV (1) 2002: 736-752
14		Darko Kirovski, Hagai Attias: Beat-ID: identifying music via beat analysis. IEEE Workshop on Multimedia Signal Processing 2002: 190-193
13		Hagai Attias, Li Deng: A new approach to speech enhancement by a microphone array using EM and mixture models. INTERSPEECH 2002
12		Darko Kirovski, Hagai Attias: Audio Watermark Robustness to Desynchronization via Beat Detection. Information Hiding 2002: 160-176
11		Hagai Attias: Source Separation with a Sensor Array Using Graphical Models and Subband Filtering. NIPS 2002: 1205-1212
	2001
10		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: 1903-1906
	2000
9		Hagai Attias, John C. Platt, Alex Acero, Li Deng: Speech Denoising and Dereverberation Using Probabilistic Models. NIPS 2000: 758-764
	1999
8		Hagai Attias: A Variational Baysian Framework for Graphical Models. NIPS 1999: 209-215
7		Hagai Attias: Independent Factor Analysis with Temporally Structured Sources. NIPS 1999: 386-392
6		Hagai Attias: Inferring Parameters and Structure of Latent Variable Models by Variational Bayes. UAI 1999: 21-30
5		Hagai Attias: Independent Factor Analysis. Neural Computation 11(4): 803-851 (1999)
	1998
4		Hagai Attias: Learning a Hierarchical Belief Network of Independent Factor Analyzers. NIPS 1998: 361-367
3		Hagai Attias, Christoph E. Schreiner: Blind Source Separation and Deconvolution: the Dynamic Component Analysis Algorithm. Neural Computation 10(6): 1373-1424 (1998)
	1997
2		Hagai Attias, Christoph E. Schreiner: Coding of Naturalistic Stimuli by Auditory Midbrain Neurons. NIPS 1997
	1996
1		Hagai Attias, Christoph E. Schreiner: Temporal Low-Order Statistics of Natural Sounds. NIPS 1996: 27-33

Coauthor Index

1	Alex Acero (Alejandro Acero)	[9] [10] [26]
2	Matthew J. Beal	[15] [16]
3	Silvia Comani	[24]
4	Li Deng	[9] [10] [13] [26]
5	Lars Kai Hansen	[32]
6	Jiucang Hao	[29]
7	John R. Hershey	[17]
8	Kenneth E. Hild II	[18] [22] [23] [24] [27]
9	Nebojsa Jojic	[15] [16]
10	Taesu Kim	[25]
11	Darko Kirovski	[12] [14]
12	Trausti T. Kristjansson	[17]
13	Leo J. Lee	[26]
14	Soo-Young Lee	[25]
15	Te-Won Lee	[25] [29]
16	Srikantan S. Nagarajan	[18] [19] [20] [22] [23] [24] [27] [28] [29] [30] [31] [32] [33] [34] [35]
17	Julia P. Owen	[28] [30] [35]
18	John C. Platt	[9] [10]
19	Duangmanee Putthividhya	[31] [33] [34]
20	Christoph E. Schreiner	[1] [2] [3]
21	Terrence J. Sejnowski	[29]
22	Kensuke Sekihara	[18] [19] [20] [23] [28] [30] [35]
23	Carsten Stahlhut	[32]
24	David P. Wipf	[28] [30] [32] [35]
25	Johanna M. Zumer	[19] [20]

Colors in the list of coauthors

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