Search results for "MLSP"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Olga Zoidi, Nikos Nikolaidis 0001, Anastasios Tefas, Ioannis Pitas	Multi-modal label propagation based on a higher order similarity matrix.	MLSP	2015	DBLP DOI BibTeX RDF
1	Olivier Harant, Louise Foan, Francois Bertholon, Severine Vignoud, Pierre Grangeat	Nonparametric Bayesian inference on environmental waters chromatographic profiles.	MLSP	2015	DBLP DOI BibTeX RDF
1	Amir Jalalirad, Tjalling J. Tjalkens	Using a penalized maximum likelihood model for feature selection.	MLSP	2015	DBLP DOI BibTeX RDF
1	Mengqi Ji, Lu Fang 0001, Haitian Zheng, Matti Strese, Eckehard G. Steinbach	Preprocessing-free surface material classification using convolutional neural networks pretrained by sparse Autoencoder.	MLSP	2015	DBLP DOI BibTeX RDF
1	Amirhossein Tavanaei, Anthony S. Maida	Studying the interaction of a hidden Markov model with a Bayesian spiking neural network.	MLSP	2015	DBLP DOI BibTeX RDF
1	Matthew Emigh, Evan Kriminger, José Carlos Príncipe	A model based approach to exploration of continuous-state MDPs using Divergence-to-Go.	MLSP	2015	DBLP DOI BibTeX RDF
1	Pejman Khadivi, Prithwish Chakraborty, Ravi Tandon, Naren Ramakrishnan	Time series forecasting via noisy channel reversal.	MLSP	2015	DBLP DOI BibTeX RDF
1	Gabriel Nallathambi, José C. Príncipe, Neil R. Euliano	Pulse based signal processing for systolic peak recognition.	MLSP	2015	DBLP DOI BibTeX RDF
1	Bradley T. Baker, Rogers F. Silva, Vince D. Calhoun, Anand D. Sarwate, Sergey M. Plis	Large scale collaboration with autonomy: Decentralized data ICA.	MLSP	2015	DBLP DOI BibTeX RDF
1	Evangelia Pantraki, Constantine Kotropoulos	Automatic image tagging and recommendation via PARAFAC2.	MLSP	2015	DBLP DOI BibTeX RDF
1	Qinbing Fu, Shigang Yue	Modelling LGMD2 visual neuron system.	MLSP	2015	DBLP DOI BibTeX RDF
1	Andrew Knyazev, Alexander Malyshev	Accelerated graph-based spectral polynomial filters.	MLSP	2015	DBLP DOI BibTeX RDF
1	Ching-Chun Huang, Hoang Tran Vu	A multi-layer discriminative framework for parking space detection.	MLSP	2015	DBLP DOI BibTeX RDF
1	Shahrzad Shapoori, Saeid Sanei, Wenwu Wang 0001	Blind source separation of medial temporal discharges via partial dictionary learning.	MLSP	2015	DBLP DOI BibTeX RDF
1	Buhua Chen, Bo Chen 0001, Hongwei Liu 0001, Xuefeng Zhang 0003	Max-margin similarity preserving factor analysis via Gibbs sampling.	MLSP	2015	DBLP DOI BibTeX RDF
1	Jørgen Andreas Agersborg, Robert Jenssen	Mean Shift Spectral Clustering using Kernel Entropy Component Analysis.	MLSP	2014	DBLP DOI BibTeX RDF
1	Kamil Dedecius	Diffusion estimation of state-space models: Bayesian formulation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Olivier Fercoq, Zheng Qu 0001, Peter Richtárik, Martin Takác 0001	Fast distributed coordinate descent for non-strongly convex losses.	MLSP	2014	DBLP DOI BibTeX RDF
1	Steven Lauwereins, Wannes Meert, Jort F. Gemmeke, Marian Verhelst	Ultra-low-power voice-activity-detector through context- and resource-cost-aware feature selection in decision trees.	MLSP	2014	DBLP DOI BibTeX RDF
1	Takuya Higuchi, Hirokazu Kameoka	Joint audio source separation and dereverberation based on multichannel factorial hidden Markov model.	MLSP	2014	DBLP DOI BibTeX RDF
1	Xuan Thanh Vu, Caroline Chaux, Sylvain Maire, Nadège Thirion-Moreau	Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopy.	MLSP	2014	DBLP DOI BibTeX RDF
1	Robert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard	A unified approach for respiratory motion prediction and correlation with multi-task Gaussian Processes.	MLSP	2014	DBLP DOI BibTeX RDF
1	Xiaoxuan Lu 0001, Yushen Long, Han Zou, Chengpu Yu, Lihua Xie	Robust extreme learning machine for regression problems with its application to wifi based indoor positioning system.	MLSP	2014	DBLP DOI BibTeX RDF
1	Xin Li, Raviv Raich	Performance analysis of surrogate supervision multi-view learning linear classifiers in Gaussian data.	MLSP	2014	DBLP DOI BibTeX RDF
1	Yelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle	Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm.	MLSP	2014	DBLP DOI BibTeX RDF
1	Taro Tezuka	A dictionary learning algorithm for sparse coding by the normalized bilateral projections.	MLSP	2014	DBLP DOI BibTeX RDF
1	Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel 0002, Dominique Courcot	Bound constrained weighted NMF for industrial source apportionment.	MLSP	2014	DBLP DOI BibTeX RDF
1	Pascal Bianchi, Walid Hachem, Franck Iutzeler	A stochastic coordinate descent primal-dual algorithm and applications.	MLSP	2014	DBLP DOI BibTeX RDF
1	Israel D. Gebru, Xavier Alameda-Pineda, Radu Horaud, Florence Forbes	Audio-visual speaker localization via weighted clustering.	MLSP	2014	DBLP DOI BibTeX RDF
1	Guy Wolf, Stéphane Mallat, Shihab A. Shamma	Audio source separation with time-frequency velocities.	MLSP	2014	DBLP DOI BibTeX RDF
1	Laurent Albera, Srdan Kitic, Nancy Bertin, Gilles Puy, Rémi Gribonval	Brain source localization using a physics-driven structured cosparse representation of EEG signals.	MLSP	2014	DBLP DOI BibTeX RDF
1	Nikhil Bajaj, George T.-C. Chiu, Jan P. Allebach	Reduction of memory footprint and computation time for embedded Support Vector Machine (SVM) by kernel expansion and consolidation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Tomoki Koriyama, Takashi Nose, Takao Kobayashi	Parametric speech synthesis using local and global sparse Gaussian processes.	MLSP	2014	DBLP DOI BibTeX RDF
1	Hossein Soleimani, David J. Miller 0001	Sparse topic models by parameter sharing.	MLSP	2014	DBLP DOI BibTeX RDF
1	Victor Maurandi, Eric Moreau	A new fast Jacobi-like algorithm for non-orthogonal joint diagonalization of real-valued matrices based on a QR parameterization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Meysam Asgari, Izhak Shafran, Alireza Bayestehtashk	Inferring social contexts from audio recordings using deep neural networks.	MLSP	2014	DBLP DOI BibTeX RDF
1	Lei Guo, Hua Qu, Ji-hong Zhao 0001, Badong Chen	Vector quantization using survival Cauchy-Schwartz divergence.	MLSP	2014	DBLP DOI BibTeX RDF
1	Josef Kulmer, Pejman Mowlaee, Mario Kaoru Watanabe	A probabilistic approach for phase estimation in single-channel speech enhancement using von mises phase priors.	MLSP	2014	DBLP DOI BibTeX RDF
1	Yohan Petetin, François Desbouvries	Exact Bayesian estimation in constrained Triplet Markov Chains.	MLSP	2014	DBLP DOI BibTeX RDF
1	Weiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen	Sparse sensor selection for nonparametric decentralized detection via L1 regularization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah	Diffusion strategies for in-network principal component analysis.	MLSP	2014	DBLP DOI BibTeX RDF
1	Romain Couillet, Matthew R. McKay	Robust covariance estimation and linear shrinkage in the large dimensional regime.	MLSP	2014	DBLP DOI BibTeX RDF
1	Wei Gao 0021, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang	Convex combinations of kernel adaptive filters.	MLSP	2014	DBLP DOI BibTeX RDF
1	Rodrigo Cabral Farias, Pierre Comon, Roland Redon	Data mining by nonnegative tensor approximation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Johannes Traa, Paris Smaragdis	Multiple speaker tracking with the Factorial von Mises-Fisher Filter.	MLSP	2014	DBLP DOI BibTeX RDF
1	Matineh Shaker, Jonas Nordhaug Myhre, M. Devrim Kaba, Deniz Erdogmus	Invertible nonlinear cluster unwrapping.	MLSP	2014	DBLP DOI BibTeX RDF
1	Patric Nader, Paul Honeine, Pierre Beauseroy	Mahalanobis-based one-class classification.	MLSP	2014	DBLP DOI BibTeX RDF
1	Tamás Grósz, Péter Bodnár, László Tóth 0001, László G. Nyúl	QR code localization using deep neural networks.	MLSP	2014	DBLP DOI BibTeX RDF
1	Hanwook Chung, Eric Plourde, Benoît Champagne 0001	Regularized NMF-based speech enhancement with spectral components modeled by gaussian mixtures.	MLSP	2014	DBLP DOI BibTeX RDF
1	Ladislav Lenc, Pavel Král	Two-step supervised confidence measure for automatic face recognition.	MLSP	2014	DBLP DOI BibTeX RDF
1	Kenji Nose Filho, João Marcos Travassos Romano	On ℓp -norm sparse blind deconvolution.	MLSP	2014	DBLP DOI BibTeX RDF
1	Gene T. Whipps, Emre Ertin, Randolph L. Moses	A consensus-based decentralized emforamixture of factor analyzers.	MLSP	2014	DBLP DOI BibTeX RDF
1	Fei Zhu 0001, Paul Honeine, Maya Kallas	Kernel nonnegative matrix factorization without the pre-image problem.	MLSP	2014	DBLP DOI BibTeX RDF
1	Bashar I. Ahmad, James K. Murphy, Patrick M. Langdon, Simon J. Godsill	Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inference.	MLSP	2014	DBLP DOI BibTeX RDF
1	Ryunosuke Hamada, Takatomi Kubo, Kentaro Katahira, Kenta Suzuki, Kazuo Okanoya, Kazushi Ikeda	Birdsong analysis using beta process hidden Markov model.	MLSP	2014	DBLP DOI BibTeX RDF
1	Edith Grall-Maës	Spatial stochastic process clustering using a local a posteriori probability.	MLSP	2014	DBLP DOI BibTeX RDF
1	Jie Chen 0022, Cédric Richard, Alfred O. Hero III, Ali H. Sayed	Diffusion LMS for multitask problems with overlapping hypothesis subspaces.	MLSP	2014	DBLP DOI BibTeX RDF
1	Tommy S. Alstrøm, Kasper B. Frohling, Jan Larsen, Mikkel N. Schmidt, Michael Bache, Michael S. Schmidt, Mogens H. Jakobsen, Anja Boisen	Improving the robustness of Surface Enhanced Raman Spectroscopy based sensors by Bayesian Non-negative Matrix Factorization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin	Dictionary of gray-level 3D patches for action recognition.	MLSP	2014	DBLP DOI BibTeX RDF
1	Po-Hsuan Chen, J. Swaroop Guntupalli, James V. Haxby, Peter J. Ramadge	Joint SVD-Hyperalignment for multi-subject FMRI data alignment.	MLSP	2014	DBLP DOI BibTeX RDF
1	Anh T. Pham 0002, Raviv Raich	Kernel-based instance annotation in multi-instance multi-label learning.	MLSP	2014	DBLP DOI BibTeX RDF
1	David Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange	A non-negative multilinear block tensor decomposition approach to flow cytometry data analysis.	MLSP	2014	DBLP DOI BibTeX RDF
1	Norihiro Takamune, Hirokazu Kameoka	Maximum reconstruction probability training of Restricted Boltzmann machines with auxiliary function approach.	MLSP	2014	DBLP DOI BibTeX RDF
1	Karolis Koncevicius	The 10th annual MLSP competition: Third place.	MLSP	2014	DBLP DOI BibTeX RDF
1	Arthur F. Duprat, Jean-Luc Ploix, Fabienne Dioury, Gérard Dreyfus	Toward big data in QSAR/QSPR.	MLSP	2014	DBLP DOI BibTeX RDF
1	Maxime Sangnier, Jérôme Gauthier, Alain Rakotomamonjy	Kernel learning as minimization of the single validation estimate.	MLSP	2014	DBLP DOI BibTeX RDF
1	Morten Mørup, Fumiko Kano Glückstad, Tue Herlau, Mikkel N. Schmidt	Nonparametric statistical structuring of knowledge systems using binary feature matches.	MLSP	2014	DBLP DOI BibTeX RDF
1	Ville Tolvanen, Pasi Jylänki, Aki Vehtari	Expectation propagation for nonstationary heteroscedastic Gaussian process regression.	MLSP	2014	DBLP DOI BibTeX RDF
1		IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2014, Reims, France, September 21-24, 2014	MLSP	2014	DBLP BibTeX RDF
1	Arno Solin, Simo Särkkä	The 10th annual MLSP competition: First place.	MLSP	2014	DBLP DOI BibTeX RDF
1	Arno Solin, Simo Särkkä	Gaussian quadratures for state space approximation of scale mixtures of squared exponential covariance functions.	MLSP	2014	DBLP DOI BibTeX RDF
1	Alfredo A. Kalaitzis, James D. B. Nelson	Online joint classification and anomaly detection via sparse coding.	MLSP	2014	DBLP DOI BibTeX RDF
1	Philippe Cuvillier, Arshia Cont	Coherent time modeling of Semi-Markov models with application to real-time audio-to-score alignment.	MLSP	2014	DBLP DOI BibTeX RDF
1	Vahid Bastani, Lucio Marcenaro, Carlo S. Regazzoni	Unsupervised trajectory pattern classification using hierarchical Dirichlet Process Mixture hidden Markov model.	MLSP	2014	DBLP DOI BibTeX RDF
1	Milica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel	Detection of epileptic convulsions from accelerometry signals through machine learning approach.	MLSP	2014	DBLP DOI BibTeX RDF
1	Søren Føns Vind Nielsen, Morten Mørup	Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain.	MLSP	2014	DBLP DOI BibTeX RDF
1	Sajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten	Outlier-aware dictionary learning for sparse representation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Rogers F. Silva, Eduardo Castro, Cota Navin Gupta, Mustafa S. Çetin, Mohammad Arbabshirani, Vamsi K. Potluru, Sergey M. Plis, Vince D. Calhoun	The tenth annual MLSP competition: Schizophrenia classification challenge.	MLSP	2014	DBLP DOI BibTeX RDF
1	Aleksandr Y. Aravkin, Karthikeyan Natesan Ramamurthy, Gianluigi Pillonetto	Kalman smoothing with persistent nuisance parameters.	MLSP	2014	DBLP DOI BibTeX RDF
1	Simo Särkkä, Robert Piché	On convergence and accuracy of state-space approximations of squared exponential covariance functions.	MLSP	2014	DBLP DOI BibTeX RDF
1	George A. Papakostas, Konstantinos I. Diamantaras	Efficient data classification by GPU-accelerated linear mean squared slack minimization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Zacharie Naulet, Eric Barat	Signal stochastic decomposition over continuous dictionaries.	MLSP	2014	DBLP DOI BibTeX RDF
1	Dalia El Badawy, Ngoc Q. K. Duong, Alexey Ozerov	On-the-fly audio source separation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Rafal Zdunek	Alternating direction method for approximating smooth feature vectors in Nonnegative Matrix Factorization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Alexandros Georgogiannis, Vassilios Digalakis	Joint estimation of multiple undirected graphical models.	MLSP	2014	DBLP DOI BibTeX RDF
1	Marwa El Halabi, Luca Baldassarre, Volkan Cevher	Map estimation for Bayesian mixture models with submodular priors.	MLSP	2014	DBLP DOI BibTeX RDF
1	Bjarne Ørum Fruergaard, Lars Kai Hansen	Compact web browsing profiles for click-through rate prediction.	MLSP	2014	DBLP DOI BibTeX RDF
1	Gianluigi Pillonetto, Aleksandr Y. Aravkin	A new kernel-based approach for identification of time-varying linear systems.	MLSP	2014	DBLP DOI BibTeX RDF
1	Konstantinos Papachristou, Anastasios Tefas, Nikos Nikolaidis 0001, Ioannis Pitas	Stereoscopic video shot classification based on Weighted Linear Discriminant Analysis.	MLSP	2014	DBLP DOI BibTeX RDF
1	Il-Young Jeong, Kyogu Lee	Vocal separation using extended robust principal component analysis with Schatten p/lp-norm and scale compression.	MLSP	2014	DBLP DOI BibTeX RDF
1	Konstantinos I. Tsianos, Anand D. Sarwate, Michael G. Rabbat	Tradeoffs for task parallelization in distributed optimization.	MLSP	2014	DBLP DOI BibTeX RDF
1	Shaofeng Zou, Yingbin Liang, H. Vincent Poor	A kernel-based nonparametric test for anomaly detection over line networks.	MLSP	2014	DBLP DOI BibTeX RDF
1	Hamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson 0001	A delayed proximal gradient method with linear convergence rate.	MLSP	2014	DBLP DOI BibTeX RDF
1	Norimichi Ukita, Yoichi Matsuyama, Norihiro Hagita	Efficient modeling by selecting learning samples in human pose estimation.	MLSP	2014	DBLP DOI BibTeX RDF
1	Hirokazu Kameoka, Norihiro Takamune	Training Restricted Boltzmann Machines with auxiliary function approach.	MLSP	2014	DBLP DOI BibTeX RDF
1	Ruairí de Fréin	Learning and storing the parts of objects: IMF.	MLSP	2014	DBLP DOI BibTeX RDF
1	Konstantinos Eftaxias, Saeid Sanei	Discrimination of task-related eeg signals using diffusion adaptation and S-transform coherency.	MLSP	2014	DBLP DOI BibTeX RDF
1	Meysam Asgari, Izhak Shafran, Lisa B. Sheeber	Inferring clinical depression from speech and spoken utterances.	MLSP	2014	DBLP DOI BibTeX RDF
1	Alexander V. Lebedev	The 10th annual MLSP competition: Second place.	MLSP	2014	DBLP DOI BibTeX RDF
1	Ernesto Tapia	Gaussian and student-t filtering using implicit measurements via variational bayes.	MLSP	2014	DBLP DOI BibTeX RDF

Publications at "MLSP"( http://dblp.L3S.de/Venues/MLSP )