Abstract is missing.
- On-the-fly audio source separationDalia El Badawy, Ngoc Q. K. Duong, Alexey Ozerov. 1-6 [doi]
- Toward big data in QSAR/QSPRArthur F. Duprat, J. L. Ploix, F. Dioury, Gérard Dreyfus. 1-6 [doi]
- The 10th annual MLSP competition: Third placeKarolis Koncevicius. 1-2 [doi]
- Kernel nonnegative matrix factorization without the pre-image problemFei Zhu, Paul Honeine, Maya Kallas. 1-6 [doi]
- Gaussian quadratures for state space approximation of scale mixtures of squared exponential covariance functionsArno Solin, Simo Särkkä. 1-6 [doi]
- Vocal separation using extended robust principal component analysis with Schatten p/lp-norm and scale compressionIl-Young Jeong, Kyogu Lee. 1-6 [doi]
- Two-step supervised confidence measure for automatic face recognitionLadislav Lenc, Pavel Král. 1-6 [doi]
- Study of different strategies for the Canonical Polyadic decomposition of nonnegative third order tensors with application to the separation of spectra in 3D fluorescence spectroscopyXuan Thanh Vu, Caroline Chaux, Sylvain Maire, Nadège Thirion-Moreau. 1-6 [doi]
- Spatial stochastic process clustering using a local a posteriori probabilityEdith Grall-Maës. 1-6 [doi]
- Kernel-based instance annotation in multi-instance multi-label learningAnh T. Pham, Raviv Raich. 1-6 [doi]
- The tenth annual MLSP competition: Schizophrenia classification challengeRogers F. Silva, Eduardo Castro, Cota Navin Gupta, Mustafa S. Çetin, Mohammad Arbabshirani, Vamsi K. Potluru, Sergey M. Plis, Vince D. Calhoun. 1-6 [doi]
- Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human BrainSoren Fons Vind Nielsen, Morten Mørup. 1-6 [doi]
- Improving the robustness of Surface Enhanced Raman Spectroscopy based sensors by Bayesian Non-negative Matrix FactorizationTommy S. Alstrøm, Kasper B. Frohling, Jan Larsen, Mikkel N. Schmidt, Michael Bache, Michael S. Schmidt, Mogens H. Jakobsen, Anja Boisen. 1-6 [doi]
- A delayed proximal gradient method with linear convergence rateHamid Reza Feyzmahdavian, Arda Aytekin, Mikael Johansson. 1-6 [doi]
- Inferring clinical depression from speech and spoken utterancesMeysam Asgari, Izhak Shafran, Lisa B. Sheeber. 1-5 [doi]
- Online joint classification and anomaly detection via sparse codingAlfredo A. Kalaitzis, James D. B. Nelson. 1-6 [doi]
- Unsupervised trajectory pattern classification using hierarchical Dirichlet Process Mixture hidden Markov modelVahid Bastani, Lucio Marcenaro, Carlo S. Regazzoni. 1-6 [doi]
- Training Restricted Boltzmann Machines with auxiliary function approachHirokazu Kameoka, Norihiro Takamune. 1-6 [doi]
- Exact Bayesian estimation in constrained Triplet Markov ChainsYohan Petetin, François Desbouvries. 1-6 [doi]
- Multiple speaker tracking with the Factorial von Mises-Fisher FilterJohannes Traa, Paris Smaragdis. 1-6 [doi]
- Regularized NMF-based speech enhancement with spectral components modeled by gaussian mixturesHanwook Chung, Eric Plourde, Benoît Champagne. 1-6 [doi]
- On convergence and accuracy of state-space approximations of squared exponential covariance functionsSimo Särkkä, Robert Piché. 1-6 [doi]
- Coherent time modeling of Semi-Markov models with application to real-time audio-to-score alignmentPhilippe Cuvillier, Arshia Cont. 1-6 [doi]
- A new kernel-based approach for identification of time-varying linear systemsGianluigi Pillonetto, Aleksandr Y. Aravkin. 1-6 [doi]
- Dictionary learning over large distributed models via dual-ADMM strategiesZaid J. Towfic, Jianshu Chen, Ali H. Sayed. 1-6 [doi]
- Robust covariance estimation and linear shrinkage in the large dimensional regimeRomain Couillet, Matthew McKay. 1-6 [doi]
- Detection of epileptic convulsions from accelerometry signals through machine learning approachMilica Milosevic, Anouk Van de Vel, Bert Bonroy, Berten Ceulemans, Lieven Lagae, Bart Vanrumste, Sabine Van Huffel. 1-6 [doi]
- Vector quantization using survival Cauchy-Schwartz divergenceLei Guo, Hua Qu, Ji-hong Zhao, Badong Chen. 1-5 [doi]
- A new fast Jacobi-like algorithm for non-orthogonal joint diagonalization of real-valued matrices based on a QR parameterizationVictor Maurandi, Eric Moreau. 1-6 [doi]
- Joint estimation of multiple undirected graphical modelsGeorgogiannis Alexandros, Vassilios Digalakis. 1-6 [doi]
- Data mining by nonnegative tensor approximationRodrigo Cabral Farias, Pierre Comon, Roland Redon. 1-6 [doi]
- A non-negative multilinear block tensor decomposition approach to flow cytometry data analysisDavid Brie, Sebastian Miron, Philippe Becuwe, Stephanie Grandemange. 1-6 [doi]
- Audio source separation with time-frequency velocitiesGuy Wolf, Stéphane Mallat, Shihab Shamma. 1-6 [doi]
- Learning and storing the parts of objects: IMFRuairí de Fréin. 1-6 [doi]
- Mean Shift Spectral Clustering using Kernel Entropy Component AnalysisJorgen A. Agersborg, Robert Jenssen. 1-6 [doi]
- Bound constrained weighted NMF for industrial source apportionmentAbdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot. 1-6 [doi]
- A stochastic coordinate descent primal-dual algorithm and applicationsPascal Bianchi, Walid Hachem, Franck Iutzeler. 1-6 [doi]
- Dictionary of gray-level 3D patches for action recognitionStefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin. 1-6 [doi]
- A dictionary learning algorithm for sparse coding by the normalized bilateral projectionsTaro Tezuka. 1-6 [doi]
- Tradeoffs for task parallelization in distributed optimizationKonstantinos I. Tsianos, Anand D. Sarwate, Michael G. Rabbat. 1-6 [doi]
- Diffusion LMS for multitask problems with overlapping hypothesis subspacesJie Chen, Cédric Richard, Alfred O. Hero III, Ali H. Sayed. 1-6 [doi]
- Map estimation for Bayesian mixture models with submodular priorsMarwa El Halabi, Luca Baldassarre, Volkan Cevher. 1-6 [doi]
- Birdsong analysis using beta process hidden Markov modelRyunosuke Hamada, Takatomi Kubo, Kentaro Katahira, Kenta Suzuki, Kazuo Okanoya, Kazushi Ikeda. 1-5 [doi]
- QR code localization using deep neural networksTamás Grósz, Péter Bodnár, László Tóth, László G. Nyúl. 1-6 [doi]
- Nonparametric statistical structuring of knowledge systems using binary feature matchesMorten Mørup, Fumiko Kano Glückstad, Tue Herlau, Mikkel N. Schmidt. 1-6 [doi]
- Mahalanobis-based one-class classificationPatric Nader, Paul Honeine, Pierre Beauseroy. 1-6 [doi]
- Outlier-aware dictionary learning for sparse representationSajjad Amini, Mostafa Sadeghi, Mohsen Joneidi, Massoud Babaie-Zadeh, Christian Jutten. 1-6 [doi]
- Filtering perturbed in-vehicle pointing gesture trajectories: Improving the reliability of intent inferenceBashar I. Ahmad, James Murphy, Patrick M. Langdon, Simon J. Godsill. 1-6 [doi]
- A consensus-based decentralized emforamixture of factor analyzersGene T. Whipps, Emre Ertin, Randolph L. Moses. 1-6 [doi]
- A probabilistic approach for phase estimation in single-channel speech enhancement using von mises phase priorsJosef Kulmer, Pejman Mowlaee, Mario Kaoru Watanabe. 1-6 [doi]
- A kernel-based nonparametric test for anomaly detection over line networksShaofeng Zou, Yingbin Liang, H. Vincent Poor. 1-6 [doi]
- On ℓp -norm sparse blind deconvolutionKenji Nose Filho, João Marcos Travassos Romano. 1-6 [doi]
- Stereoscopic video shot classification based on Weighted Linear Discriminant AnalysisKonstantinos Papachristou, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas. 1-6 [doi]
- Kalman smoothing with persistent nuisance parametersAleksandr Y. Aravkin, Karthikeyan Natesan Ramamurthy, Gianluigi Pillonetto. 1-6 [doi]
- Fast distributed coordinate descent for non-strongly convex lossesOlivier Fercoq, Zheng Qu, Peter Richtárik, Martin Takác. 1-6 [doi]
- Efficient modeling by selecting learning samples in human pose estimationNorimichi Ukita, Yoichi Matsuyama, Norihiro Hagita. 1-6 [doi]
- Inferring targets from gazeAnthony H. P. Lo, Richard H. Y. So, Bertram E. Shi. 1-6 [doi]
- Parametric speech synthesis using local and global sparse Gaussian processesTomoki Koriyama, Takashi Nose, Takao Kobayashi. 1-6 [doi]
- Expectation propagation for nonstationary heteroscedastic Gaussian process regressionVille Tolvanen, Pasi Jylänki, Aki Vehtari. 1-6 [doi]
- Sparse topic models by parameter sharingHossein Soleimani, David J. Miller. 1-6 [doi]
- Fast sampling from a Hidden Markov Model posterior for large dataRasmus Bonnevie, Lars Kai Hansen. 1-6 [doi]
- Maximum reconstruction probability training of Restricted Boltzmann machines with auxiliary function approachNorihiro Takamune, Hirokazu Kameoka. 1-6 [doi]
- Joint SVD-Hyperalignment for multi-subject FMRI data alignmentPo-Hsuan Chen, J. Swaroop Guntupalli, James V. Haxby, Peter J. Ramadge. 1-6 [doi]
- Exact SVM training by Wolfe's minimum norm point algorithmMasashi Kitamura, Akiko Takeda, Satoru Iwata. 1-6 [doi]
- Robust extreme learning machine for regression problems with its application to wifi based indoor positioning systemXiaoxuan Lu, Yushen Long, Han Zou, Chengpu Yu, Lihua Xie. 1-6 [doi]
- Reduction of memory footprint and computation time for embedded Support Vector Machine (SVM) by kernel expansion and consolidationNikhil Bajaj, George T.-C. Chiu, Jan P. Allebach. 1-6 [doi]
- Kernel learning as minimization of the single validation estimateMaxime Sangnier, Jérôme Gauthier, Alain Rakotomamonjy. 1-6 [doi]
- Performance analysis of surrogate supervision multi-view learning linear classifiers in Gaussian dataXin Li, Raviv Raich. 1-6 [doi]
- A unified approach for respiratory motion prediction and correlation with multi-task Gaussian ProcessesRobert Dürichen, Tobias Wissel, Floris Ernst, Marco A. F. Pimentel, David A. Clifton, Achim Schweikard. 1-6 [doi]
- Diffusion estimation of state-space models: Bayesian formulationKamil Dedecius. 1-6 [doi]
- Sparse sensor selection for nonparametric decentralized detection via L1 regularizationWeiguang Wang, Yingbin Liang, Eric P. Xing, Lixin Shen. 1-6 [doi]
- Signal stochastic decomposition over continuous dictionariesZacharie Naulet, Eric Barat. 1-6 [doi]
- Compact web browsing profiles for click-through rate predictionBjarne Ørum Fruergaard, Lars Kai Hansen. 1-6 [doi]
- Gaussian and student-t filtering using implicit measurements via variational bayesErnesto Tapia. 1-6 [doi]
- The 10th annual MLSP competition: First placeArno Solin, Simo Särkkä. 1-3 [doi]
- Discrimination of task-related eeg signals using diffusion adaptation and S-transform coherencyKonstantinos Eftaxias, Saeid Sanei. 1-6 [doi]
- Ultra-low-power voice-activity-detector through context- and resource-cost-aware feature selection in decision treesSteven Lauwereins, Wannes Meert, Jort F. Gemmeke, Marian Verhelst. 1-6 [doi]
- Diffusion strategies for in-network principal component analysisNisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah. 1-6 [doi]
- Inferring social contexts from audio recordings using deep neural networksMeysam Asgari, Izhak Shafran, Alireza Bayestehtashk. 1-6 [doi]
- Brain source localization using a physics-driven structured cosparse representation of EEG signalsLaurent Albera, Srdjan Kitic, Nancy Bertin, Gilles Puy, Rémi Gribonval. 1-6 [doi]
- Invertible nonlinear cluster unwrappingMatineh Shaker, Jonas Nordhaug Myhre, M. Devrim Kaba, Deniz Erdogmus. 1-6 [doi]
- Predicting subject performance level from EEG signal complexity when engaged in BCI paradigmYelena Tonoyan, David Looney, Danilo P. Mandic, Marc M. Van Hulle. 1-5 [doi]
- Audio-visual speaker localization via weighted clusteringIsrael D. Gebru, Xavier Alameda-Pineda, Radu Horaud, Florence Forbes. 1-6 [doi]
- Efficient data classification by GPU-accelerated linear mean squared slack minimizationGeorge A. Papakostas, Konstantinos I. Diamantaras. 1-6 [doi]
- Alternating direction method for approximating smooth feature vectors in Nonnegative Matrix FactorizationRafal Zdunek. 1-6 [doi]
- Convex combinations of kernel adaptive filtersWei Gao, Cédric Richard, José Carlos M. Bermudez, Jianguo Huang. 1-5 [doi]
- The 10th annual MLSP competition: Second placeAlexander V. Lebedev. 1-4 [doi]
- Joint audio source separation and dereverberation based on multichannel factorial hidden Markov modelTakuya Higuchi, Hirokazu Kameoka. 1-6 [doi]