Search results for "MLSP"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Laurens Bliek, Michel Verhaegen, Sander Wahls	Online function minimization with convex random relu expansions.	MLSP	2017	DBLP DOI BibTeX RDF
1	Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo	Scene-Adapted plug-and-play algorithm with convergence guarantees.	MLSP	2017	DBLP DOI BibTeX RDF
1	Weizheng Yan, Sergey M. Plis, Vince D. Calhoun, Shengfeng Liu, Rongtao Jiang, Tian-Zi Jiang, Jing Sui	Discriminating schizophrenia from normal controls using resting state functional network connectivity: A deep neural network and layer-wise relevance propagation method.	MLSP	2017	DBLP DOI BibTeX RDF
1	Cem Tekin, Eralp Turgay	Multi-Objective contextual bandits with a dominant objective.	MLSP	2017	DBLP DOI BibTeX RDF
1	Esmaeil S. Nadimi, Jürgen Herp, Maria M. Buijs, Victoria Blanes-Vidal	Texture classification from single uncalibrated images: Random matrix theory approach.	MLSP	2017	DBLP DOI BibTeX RDF
1	Rongtao Jiang, Shile Qi, Yuhui Du, Weizheng Yan, Vince D. Calhoun, Tianzi Jiang, Jing Sui	Predicting individualized intelligence quotient scores using brainnetome-atlas based functional connectivity.	MLSP	2017	DBLP DOI BibTeX RDF
1	Siqi Ye, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler	Adaptive sparse modeling and shifted-poisson likelihood based approach for low-dosect image reconstruction.	MLSP	2017	DBLP DOI BibTeX RDF
1	Mariia Dmitrieva, Matias Valdenegro-Toro, Keith E. Brown, Gary Heald, David M. Lane	Object classification with convolution neural network based on the time-frequency representation of their echo.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shogo Seki, Hirokazu Kameoka, Tomoki Toda, Kazuya Takeda	Missing component restoration for masked speech signals based on time-domain spectrogram factorization.	MLSP	2017	DBLP DOI BibTeX RDF
1	Antoine Liutkus, Kazuyoshi Yoshii	A diagonal plus low-rank covariance model for computationally efficient source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Tran Duy Linh, Masayuki Arai	A two-stage training deep neural network for small pedestrian detection.	MLSP	2017	DBLP DOI BibTeX RDF
1	Gokhan Gokdogan, Elif Vural	Progressive clustering of manifold-modeled data based on tangent space variations.	MLSP	2017	DBLP DOI BibTeX RDF
1	Kimmo Suotsalo, Simo Särkkä	Detecting malignant ventricular arrhythmias in electrocardiograms by Gaussian process classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Anshul Thakur, Vinayak Abrol, Pulkit Sharma, Padmanabhan Rajan	Rényi entropy based mutual information for semi-supervised bird vocalization segmentation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt-Børre Salberg, Robert Jenssen	Deep divergence-based clustering.	MLSP	2017	DBLP DOI BibTeX RDF
1	Katrin Mentl, Boris Mailhé, Florin C. Ghesu, Frank Schebesch, Tino Haderlein, Andreas K. Maier, Mariappan S. Nadar	Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder.	MLSP	2017	DBLP DOI BibTeX RDF
1	Kazuyoshi Yoshii, Eita Nakamura, Katsutoshi Itoyama, Masataka Goto	Infinite probabilistic latent component analysis for audio source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shi-Xue Wen, Jun Du, Chin-Hui Lee 0001	On generating mixing noise signals with basis functions for simulating noisy speech and learning dnn-based speech enhancement models.	MLSP	2017	DBLP DOI BibTeX RDF
1	Li Chai 0002, Jun Du, Yannan Wang	Gaussian density guided deep neural network for single-channel speech enhancement.	MLSP	2017	DBLP DOI BibTeX RDF
1	Masaya Wake, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara	Semi-Blind speech enhancement basedon recurrent neural network for source separation and dereverberation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Mohammad Golbabaee, Zhouye Chen, Yves Wiaux, Mike E. Davies 0001	Cover tree compressed sensing for fast mr fingerprint recovery.	MLSP	2017	DBLP DOI BibTeX RDF
1	Kai-Wei Tsou, Jen-Tzung Chien	Memory augmented neural network for source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Zhiqiang Gong, Ping Zhong 0001, Yang Yu 0006, Jiaxin Shan, Weidong Hu	Joint learning of deep multi-scale features and diversified metrics for hyperspectral image classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Alexander Grigorievskiy, Neil D. Lawrence, Simo Särkkä	Parallelizable sparse inverse formulation Gaussian processes (SpInGP).	MLSP	2017	DBLP DOI BibTeX RDF
1	Jen-Chieh Tsai, Jen-Tzung Chien	Adversarial domain separation and adaptation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Albert Vilamala, Kristoffer Hougaard Madsen, Lars Kai Hansen	Deep convolutional neural networks for interpretable analysis of EEG sleep stage scoring.	MLSP	2017	DBLP DOI BibTeX RDF
1	Haruki Mori, Tetsuya Youkawa, Shintaro Izumi, Masahiko Yoshimoto, Hiroshi Kawaguchi 0001, Atsuki Inoue	A layer-block-wise pipeline for memory and bandwidth reduction in distributed deep learning.	MLSP	2017	DBLP DOI BibTeX RDF
1	Amarjot Singh, Nick G. Kingsbury	Scatternet hybrid deep learning (SHDL) network for object classification.	MLSP	2017	DBLP DOI BibTeX RDF
1	Toni Karvonen, Simo Särkkä	Classical quadrature rules via Gaussian processes.	MLSP	2017	DBLP DOI BibTeX RDF
1	Thi-Thu-Hong Phan, Émilie Caillault Poisson, André Bigand, Alain Lefebvre	DTW-Approach for uncorrelated multivariate time series imputation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Rintaro Ikeshita, Masahito Togami, Yohei Kawaguchi, Yusuke Fujita, Kenji Nagamatsu	Local Gaussian model with source-set constraints in audio source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shuang Gao, Elizabeth A. Osuch, Michael Wammes, Jean Théberge, Tian-Zi Jiang, Vince D. Calhoun, Jing Sui	Discriminating bipolar disorder from major depression based on kernel SVM using functional independent components.	MLSP	2017	DBLP DOI BibTeX RDF
1	Denis G. Fantinato, Aline Neves, Daniel G. Silva, Romis Attux	Blind channel equalization of encoded data over galois fields.	MLSP	2017	DBLP DOI BibTeX RDF
1	Ryoma Tani, Hideyuki Watanabe, Shigeru Katagiri, Miho Ohsaki	Compact kernel classifiers trained with minimum classification error criterion.	MLSP	2017	DBLP DOI BibTeX RDF
1	Suman Kumar Choudhury, Ram Prasad Padhy, Pankaj Kumar Sa	Faster R-CNN with densenet for scale aware pedestrian detection vis-à-vis hard negative suppression.	MLSP	2017	DBLP DOI BibTeX RDF
1	Shinichi Mogami, Daichi Kitamura, Yoshiki Mitsui, Norihiro Takamune, Hiroshi Saruwatari, Nobutaka Ono	Independent low-rank matrix analysis based on complex student's t-distribution for blind audio source separation.	MLSP	2017	DBLP DOI BibTeX RDF
1	Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana	Text to image generative model using constrained embedding space mapping.	MLSP	2017	DBLP DOI BibTeX RDF
1	Li Li 0063, Hirokazu Kameoka, Shoji Makino	Mel-Generalized cepstral regularization for discriminative non-negative matrix factorization.	MLSP	2017	DBLP DOI BibTeX RDF
1	Matthew R. O'Shaughnessy, Mark A. Davenport	Localizing users and items from paired comparisons.	MLSP	2016	DBLP DOI BibTeX RDF
1	Shahram Hosseini, Yannick Deville, Leonardo Tomazeli Duarte, Ahmed Selloum	Extending NMF to blindly separate linear-quadratic mixtures of uncorrelated sources.	MLSP	2016	DBLP DOI BibTeX RDF
1	Francesca Ortolani, Danilo Comminiello, Aurelio Uncini	The widely linear block quaternion least mean square algorithm for fast computation in 3D audio systems.	MLSP	2016	DBLP DOI BibTeX RDF
1	Barbara Pisano, Barbara Cannas, Giulia Milioli, Augusto Montisci, Fabio Pisano, Monica Puligheddu, Giuliana Sias, Alessandra Fanni	Autosomal dominant nocturnal frontal lobe epilepsy seizure characterization through wavelet transform of eeg records and self organizing maps.	MLSP	2016	DBLP DOI BibTeX RDF
1	Fabio Vesperini, Paolo Vecchiotti, Emanuele Principi, Stefano Squartini, Francesco Piazza	A neural network based algorithm for speaker localization in a multi-room environment.	MLSP	2016	DBLP DOI BibTeX RDF
1	Gergo Bohner, Maneesh Sahani	Convolutional higher order matching pursuit.	MLSP	2016	DBLP DOI BibTeX RDF
1	Filip Korzeniowski, Gerhard Widmer	A fully convolutional deep auditory model for musical chord recognition.	MLSP	2016	DBLP DOI BibTeX RDF
1	Pooria Pakrooh, Louis L. Scharf, Mahmood R. Azimi-Sadjadi	Underwater target classification using a pose-invariant matched manifold classifier.	MLSP	2016	DBLP DOI BibTeX RDF
1	Deqing Wang, Fengyu Cong, Qibin Zhao, Petri Toiviainen, Asoke K. Nandi, Minna Huotilainen, Tapani Ristaniemi, Andrzej Cichocki	Exploiting ongoing EEG with multilinear partial least squares during free-listening to music.	MLSP	2016	DBLP DOI BibTeX RDF
1	Vivek Tyagi	Hybrid context dependent CD-DNN-HMM Keyword Spotting (KWS) in speech conversations.	MLSP	2016	DBLP DOI BibTeX RDF
1	Afonso M. Teodoro, José M. Bioucas-Dias, Mário A. T. Figueiredo	Image restoration with locally selected class-adapted models.	MLSP	2016	DBLP DOI BibTeX RDF
1	Thee Chanyaswad, J. Morris Chang, Prateek Mittal, Sun-Yuan Kung	Discriminant-component eigenfaces for privacy-preserving face recognition.	MLSP	2016	DBLP DOI BibTeX RDF
1	Aleksandr Y. Aravkin, Kush R. Varshney, Liu Yang	Dynamic matrix factorization with social influence.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ivan Gorynin, Emmanuel Monfrini, Wojciech Pieczynski	Unsupervised learning of Markov-switching stochastic volatility with an application to market data.	MLSP	2016	DBLP DOI BibTeX RDF
1	Pablo Ruiz 0002, Emre Besler, Rafael Molina 0001, Aggelos K. Katsaggelos	Variational Gaussian process for missing label crowdsourcing classification problems.	MLSP	2016	DBLP DOI BibTeX RDF
1	Pavel Merinov, Mikhail Belyaev, Egor Krivov	Filter bank extension for neural network-based motor imagery classification.	MLSP	2016	DBLP DOI BibTeX RDF
1	Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei	Deep learning for epileptic intracranial EEG data.	MLSP	2016	DBLP DOI BibTeX RDF
1	Adam M. Sykulski, Donald B. Percival	Exact simulation of noncircular or improper complex-valued stationary Gaussian processes using circulant embedding.	MLSP	2016	DBLP DOI BibTeX RDF
1	Fabricio Aparecido Breve, Daniel Carlos Guimarães Pedronette	Combined unsupervised and semi-supervised learning for data classification.	MLSP	2016	DBLP DOI BibTeX RDF
1	Pablo A. Alvarado, Dan Stowell	Gaussian processes for music audio modelling and content analysis.	MLSP	2016	DBLP DOI BibTeX RDF
1	Maryam Najafian, Saeid Safavi 0001, John H. L. Hansen, Martin J. Russell	Improving speech recognition using limited accent diverse British English training data with deep neural networks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Daniele Salvati, Carlo Drioli, Gian Luca Foresti	On the use of machine learning in microphone array beamforming for far-field sound source localization.	MLSP	2016	DBLP DOI BibTeX RDF
1	Mingyuan Jiu, Nelly Pustelnik, Mériam Chèbre, Stefan Janaqi, Philippe Ricoux	Multiclass SVM with graph path coding regularization for face classification.	MLSP	2016	DBLP DOI BibTeX RDF
1	Ronan Hamon, Valentin Emiya, Cédric Févotte	Convex nonnegative matrix factorization with missing data.	MLSP	2016	DBLP DOI BibTeX RDF
1	Danilo Comminiello, Michele Scarpiniti, Luis Antonio Azpicueta-Ruiz, Jerónimo Arenas-García, Aurelio Uncini	A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Vincent Adam, James Hensman, Maneesh Sahani	Scalable transformed additive signal decomposition by non-conjugate Gaussian process inference.	MLSP	2016	DBLP DOI BibTeX RDF
1	Robert Chreiky, Gilles Delmaire, Clément Dorffer, Matthieu Puigt, Gilles Roussel 0002, Antoine Abche	Robust informed split gradient NMF using αβ-divergence for source apportionment.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jianguo Yu, Konstantin Markov, Tomoko Matsui	Articulatory and spectrum features integration using generalized distillation framework.	MLSP	2016	DBLP DOI BibTeX RDF
1	Toni Karvonen, Simo Särkkä	Approximate state-space Gaussian processes via spectral transformation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Tijl De Bie, Jefrey Lijffijt, Cédric Mesnage, Raúl Santos-Rodriguez	Detecting trends in twitter time series.	MLSP	2016	DBLP DOI BibTeX RDF
1	Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet	Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing.	MLSP	2016	DBLP DOI BibTeX RDF
1	Sahar Khawatmi, Abdelhak M. Zoubir	Decentralized partitioning over adaptive networks.	MLSP	2016	DBLP DOI BibTeX RDF
1	Martino Uccellari, Francesca Facchini, Matteo Sola, Emilio Sirignano, Giorgio Matteo Vitetta, Andrea Barbieri, Stefano Tondelli	On the use of support vector machines for the prediction of propagation losses in smart metering systems.	MLSP	2016	DBLP DOI BibTeX RDF
1	Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov	Learning sparse two-level boolean rules.	MLSP	2016	DBLP DOI BibTeX RDF
1	Steffen Limmer, Slawomir Stanczak	Towards optimal nonlinearities for sparse recovery using higher-order statistics.	MLSP	2016	DBLP DOI BibTeX RDF
1	Irene Martín-Morató, Maximo Cobos, Francesc J. Ferri	A case study on feature sensitivity for audio event classification using support vector machines.	MLSP	2016	DBLP DOI BibTeX RDF
1	Amichai Painsky, Saharon Rosset, Meir Feder	Binary independent component analysis: Theory, bounds and algorithms.	MLSP	2016	DBLP DOI BibTeX RDF
1	Bogdan Vlasenko, Björn W. Schuller, Andreas Wendemuth	Tendencies regarding the effect of emotional intensity in inter corpus phoneme-level speech emotion modelling.	MLSP	2016	DBLP DOI BibTeX RDF
1	Valentina Vadori, Enrico Grisan, Michele Rossi	Biomedical signal compression with time- and subject-adaptive dictionary for wearable devices.	MLSP	2016	DBLP DOI BibTeX RDF
1	Kun Yuan, Bicheng Ying, Stefan Vlaski, Ali H. Sayed	Stochastic gradient descent with finite samples sizes.	MLSP	2016	DBLP DOI BibTeX RDF
1	Tom Diethe, Niall Twomey, Peter A. Flach	BDL.NET: Bayesian dictionary learning in Infer.NET.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jen-Tzung Chien, You-Cheng Chang	Bayesian learning for speech dereverberation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jeff Irion, Naoki Saito 0001	Learning sparsity and structure of matrices with multiscale graph basis dictionaries.	MLSP	2016	DBLP DOI BibTeX RDF
1	Andrey V. Makarenko	Deep learning algorithms for signal recognition in long perimeter monitoring distributed fiber optic sensors.	MLSP	2016	DBLP DOI BibTeX RDF
1	Jen-Tzung Chien, Chao-Hsi Lee, Zheng-Hua Tan	Dirichlet mixture allocation.	MLSP	2016	DBLP DOI BibTeX RDF
1	Naeem Akl, Ahmed H. Tewfik	Designing interventions to mitigate cognitive biases in human decisions.	MLSP	2016	DBLP DOI BibTeX RDF
1	Daphney-Stavroula Zois, Maxim Raginsky	Active object detection on graphs via locally informative trees.	MLSP	2016	DBLP DOI BibTeX RDF
1	Joachim Thiemann, Jörg Lücke, Steven van de Par	Speaker tracking for hearing aids.	MLSP	2016	DBLP DOI BibTeX RDF
1	Romain Serizel, Slim Essid, Gaël Richard	Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence.	MLSP	2016	DBLP DOI BibTeX RDF
1	Hang Yu 0002, Justin Dauwels	Variational bayes learning of time-varying graphical models.	MLSP	2016	DBLP DOI BibTeX RDF
1	Konstantinos I. Diamantaras, Sun-Yuan Kung	Data privacy protection by kernel subspace projection and generalized eigenvalue decomposition.	MLSP	2016	DBLP DOI BibTeX RDF
1	Gianluigi Pillonetto, Aleksandr Y. Aravkin	A stable spline convex approach to hybrid systems identification.	MLSP	2016	DBLP DOI BibTeX RDF
1	Fei Zheng 0002, Stéphane Derrode, Wojciech Pieczynski	Parameter estimation in conditionally Gaussian pairwise Markov switching models and unsupervised smoothing.	MLSP	2016	DBLP DOI BibTeX RDF
1	Kristoffer Jon Albers, Morten Mørup, Mikkel N. Schmidt	The influence of hyper-parameters in the infinite relational model.	MLSP	2016	DBLP DOI BibTeX RDF
1	David Luengo, Manuel Campos-Taberner, Gustau Camps-Valls	Latent force models for earth observation time series prediction.	MLSP	2016	DBLP DOI BibTeX RDF
1	David Caicedo, Ashish Pandharipande	Energy performance prediction of lighting systems.	MLSP	2016	DBLP DOI BibTeX RDF
1	Steven Van Vaerenbergh, Jesus Fernandez-Bes, Victor Elvira	On the relationship between online Gaussian process regression and kernel least mean squares algorithms.	MLSP	2016	DBLP DOI BibTeX RDF
1	Hanieh Khalilian, Ivan V. Bajic, Rodney G. Vaughan	Learning to reproduce a sound field.	MLSP	2016	DBLP DOI BibTeX RDF
1	Oded Kaminsky, Jacob Goldberger	Combining clusterings with different detail levels.	MLSP	2016	DBLP DOI BibTeX RDF
1	Bogdan Dumitrescu, Paul Irofti	Low dimensional subspace finding via size-reducing dictionary learning.	MLSP	2016	DBLP DOI BibTeX RDF
1	Juho Piironen, Aki Vehtari	Projection predictive model selection for Gaussian processes.	MLSP	2016	DBLP DOI BibTeX RDF
1	Dan Stowell, Mike Wood 0001, Yannis Stylianou, Hervé Glotin	Bird detection in audio: A survey and a challenge.	MLSP	2016	DBLP DOI BibTeX RDF

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