| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Seung-Jun Kim 0002, Rami Mowakeaa |
Kernel-Based Efficient Lifelong Learning Algorithm.  |
DSW  |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sara Mourad, Haris Vikalo, Ahmed H. Tewfik |
Online selective training for faster neural network learning. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Lenin Arango-Castillo, Glen Takahara |
Long-Range Dependence Parameter Estimation For Mixed Spectra Gaussian Processes. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tianyi Yao, Genevera I. Allen |
Clustered Gaussian Graphical Model Via Symmetric Convex Clustering. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dingyu Wang, John Lipor, Gautam Dasarathy |
Distance-Penalized Active Learning via Markov Decision Processes. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Qin Lu 0002, Vassilis N. Ioannidis, Georgios B. Giannakis |
Semi-Supervised Tracking of Dynamic Processes Over Switching Graphs. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexander Ritchie, Clayton D. Scott, Laura Balzano, Daniel Kessler, Chandra Sekhar Sripada |
Supervised Principal Component Analysis Via Manifold Optimization. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Genevera I. Allen, Michael Weylandt |
Sparse and Functional Principal Components Analysis. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | |
IEEE Data Science Workshop, DSW 2019, Minneapolis, MN, USA, June 2-5, 2019 |
DSW |
2019 |
DBLP BibTeX RDF |
|
| 1 | Xuechao He, Qing Ling 0001, Tianyi Chen |
Byzantine-Robust Stochastic Gradient Descent for Distributed Low-Rank Matrix Completion. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ping Xu, Zhi Tian, Zhe Zhang, Yue Wang 0019 |
Coke: Communication-Censored Kernel Learning Via Random Features. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Eduardo Rosar Kós Lassance, Vincent Gripon, Jian Tang 0005, Antonio Ortega |
Structural Robustness for Deep Learning Architectures. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Man-Wai Un, Mingjie Shao, Wing-Kin Ma, P. C. Ching |
Deep Mimo Detection Using ADMM Unfolding. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dorcas Ofori-Boateng, Asim Kumer Dey, Yulia R. Gel, Binghui Li, Jie Zhang 0054, H. Vincent Poor |
Assessing the Resilience of the Texas Power Grid Network. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Raksha Ramakrishna, Anna Scaglione |
On Modeling Voltage Phasor Measurements as Graph Signals. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Rasoul Shafipour, Abolfazl Hashemi, Gonzalo Mateos, Haris Vikalo |
Online Topology Inference from Streaming Stationary Graph Signals. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Shih-Gu Huang, Moo K. Chung, Ian C. Carroll, H. Hill Goldsmith |
Dynamic Functional Connectivity Using Heat Kernel. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Liam Madden, Stephen Becker, Emiliano Dall'Anese |
Online Sparse Subspace Clustering. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Liang Zhang 0006, Gang Wang 0014, Georgios B. Giannakis |
Distribution System State Estimation Via Data-Driven and Physics-Aware Deep Neural Networks. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniel B. Burkhardt, Jay S. Stanley III, Guy Wolf, Smita Krishnaswamy |
Vertex-Frequency Clustering. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Chang Ye, Gonzalo Mateos |
Online Tensor Decomposition and Imputation for Count Data. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mario Coutino, Geert Leus |
Asynchronous Distributed Edge-Variant Graph Filters. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Rebecca Chen, Lav R. Varshney |
Non-Negative Matrix Factorization of Clustered Data with Missing Values. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Krikheli, Amir Leshem |
Lfinite Sample Bounds on the Performance of Weighted Linear Least Squares in Sub-Gaussian Correlated Noise. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanning Shen, Geert Leus |
Scalable Learning with Privacy Over Graphs. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Songtao Lu, Xinwei Zhang, Haoran Sun, Mingyi Hong |
GNSD: a Gradient-Tracking Based Nonconvex Stochastic Algorithm for Decentralized Optimization. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Anuththara Rupasinghe, Behtash Babadi |
Multitaper Analysis of Evolutionary Spectral Density Matrix From Multivariate Spiking Observations. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiankun Wang 0004, Shahrokh Valaee |
Enhancing Medical Imaging Semantic Segmentation Using the Digital Annealer. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sarod Yatawatta, Lukas De Clercq, Hanno Spreeuw, Faruk Diblen |
A Stochastic LBFGS Algorithm for Radio Interferometric Calibration. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Davoud Ataee Tarzanagh, Mohamad Kazem Shirani Faradonbeh, George Michailidis |
Online Distributed Estimation of Principal Eigenspaces. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Ali Koochakzadeh, Piya Pal |
Canonical Polyadic (CP) Decomposition of Structured Semi-Symmetric Fourth-Order Tensors. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Patrick Schlachter, Yiwen Liao, Bin Yang 0009 |
Deep One-Class Classification Using Intra-Class Splitting. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Cristian Genes, Iñaki Esnaola, Samir M. Perlaza, Daniel Coca |
Recovery of Missing Data in Correlated Smart Grid Datasets. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dario Bauso, Toru Namerikawa |
Data-Driven Mean-Field Game Approximation for a Population of Electric Vehicles. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Dominique Guillot, Alejandro Parada-Mayorga, Sebastian M. Cioaba, Gonzalo R. Arce |
Optimal Sampling Sets in Cographs. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Kejun Huang, Zhuoran Yang, Zhaoran Wang 0001, Mingyi Hong |
Learning Partially Observable Markov Decision Processes Using Coupled Canonical Polyadic Decomposition. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Topi Halme, Martin Gölz, Visa Koivunen |
Bayesian Multiple Hypothesis Testing For Distributed Detection In Sensor Networks. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sina Miran, Jonathan Z. Simon, Michael C. Fu 0001, Steven I. Marcus, Behtash Babadi |
Estimation of State-Space Models with Gaussian Mixture Process Noise. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Andersen Chang, Tianyi Yao, Genevera I. Allen |
Graphical Models and Dynamic Latent Factors for Modeling Functional Brain Connectivity. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Tien Huu Do, Xiao Luo, Duc Minh Nguyen, Nikos Deligiannis |
Rumour Detection Via News Propagation Dynamics and User Representation Learning. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Aria Ameri, Arindam Bose, Mojtaba Soltanalian |
Comprehensive Personalized Ranking Using One-Bit Comparison Data. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Panagiotis A. Traganitis |
Blind Ensemble Classification of Sequential Data. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Davis Gilton, Greg Ongie, Rebecca Willett |
Learning to Regularize Using Neumann Networks. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Emre Ozfatura, Deniz Gündüz, Sennur Ulukus |
Gradient Coding with Clustering and Multi-Message Communication. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Weylandt |
Splitting Methods For Convex Bi-Clustering And Co-Clustering. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Fakhteh Saadatniaki, Ran Xin, Usman A. Khan |
Distributed Training with Mobile Agents: Optimization Over Dynamic Directed Graphs. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Magda Amiridi, Nikos Kargas, Nicholas D. Sidiropoulos |
Statistical Learning Using Hierarchical Modeling of Probability Tensors. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Robiul Hossain Md. Rafi, Ali Cafer Gürbüz |
Data Driven Measurement Matrix Learning for Sparse Reconstruction. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Sean Mobilia, Birsen Sirkeci-Mergen, Joshua Deal, Thomas C. Rich, Silas J. Leavesley |
Classification of Hyperspectral Colon Cancer Images Using Convolutional Neural Networks. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Or Ohev Shalom, Amir Leshem, Anna Scaglione |
Localization of Data Injection Attacks on Distributed M-Estimation. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Imara Nazar, Daphney-Stavroula Zois, Mengfan Yao |
A Hierarchical Approach for Timely Cyberbullying Detection. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Huozhi Zhou, Ashish Jagmohan, Lav R. Varshney |
Generalized Jordan Center: A Source Localization Heuristic For Noisy And Incomplete Observations. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Shahana Ibrahim, Xiao Fu 0001 |
Stochastic Optimization for Coupled Tensor Decomposition with Applications in Statistical Learning. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiaming Li, Yue Zhao 0007, Young-Hwan Lee, Seung-Jun Kim 0002 |
Learning to Infer Voltage Stability Margin Using Transfer Learning. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Karl Pazdernik, Bryan Stanfill, Lisa Bramer, Kellie J. MacPhee |
Simultaneous Multivariate Outlier and Trend Detection. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Alejandro Parada-Mayorga, Daniel L. Lau, Jhony H. Giraldo, Gonzalo R. Arce |
Sampling of Graph Signals with Blue Noise Dithering. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mohamad Kazem Shirani Faradonbeh, Ambuj Tewari, George Michailidis |
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Giancarlo A. Antonucci, Simon Vary, David Humphreys, Robert A. Lamb, Jonathan Piper, Jared Tanner |
Multispectral Snapshot Demosaicing Via Non-Convex Matrix Completion. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Georgios Tsitsikas, Evangelos E. Papalexakis |
The Core Consistency of a Compressed Tensor. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Gayathri R. Prabhu, Srikrishna Bhashyam, Aditya Gopalan, Rajesh Sundaresan |
Learning to Detect an Anomalous Target with Observations from an Exponential Family. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Nico Vervliet, Michiel Vandecappelle, Martijn Boussé, Rob Zink, Lieven De Lathauwer |
Recent Numerical and Conceptual Advances for Tensor Decompositions - A Preview of Tensorlab 4.0. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Myriam Bontonou, Carlos Eduardo Rosar Kós Lassance, Ghouthi Boukli Hacene, Vincent Gripon, Jian Tang 0005, Antonio Ortega |
Introducing Graph Smoothness Loss for Training Deep Learning Architectures. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Brandon Oselio, Alfred O. Hero III, Amir Sadeghian, Silvio Savarese |
Time-Varying Interaction Estimation Using Ensemble Methods. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles R. Hatt, Sundaresh Ram, Craig J. Galbán |
A Convolutional Neural Network Approach to Automated Lung Bounding Box Estimation from Computed Tomography Scans. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Babak Barazandeh, Meisam Razaviyayn, Maziar Sanjabi |
Training Generative Networks Using Random Discriminators. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Mahmoud Ramezani-Mayiami, Mohammad Hajimirsadeghi, Karl Skretting, Rick S. Blum, H. Vincent Poor |
Graph Topology Learning and Signal Recovery Via Bayesian Inference. |
DSW |
2019 |
DBLP DOI BibTeX RDF |
|
| 1 | Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem |
Network Inference from Complex Systems Steady States Observations: Theory and Methods. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Federico Monti, Karl Otness, Michael M. Bronstein |
MOTIFNET: A Motif-Based Graph Convolutional Network for Directed Graphs. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Gen Li 0005, Qinghua Liu, Yuantao Gu |
Restricted Isometry Property for Low-Dimensional Subspaces and its Application in Compressed Subspace Clustering. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Bhanukiran Vinzamuri, Kush R. Varshney |
False Discovery Rate Control with Concave Penalties Using Stability Selection. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Yanning Shen, Georgios B. Giannakis |
Online Identification of Directional Graph Topologies Capturing Dynamic and Nonlinear Dependencies. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhixiong Yang, Waheed U. Bajwa |
BYRDIE: A Byzantine-Resilient Distributed Learning Algorithm. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolai Meinshausen |
Causality from a Distributional Robustness Point of View. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Chenxi Sun, Tongxin Li, Victor O. K. Li |
Robust and Consistent Clustering Recovery via SDP Approaches. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Yue Zhao 0007, Jianshu Chen, H. Vincent Poor |
Learning to Infer Power Grid Topologies: Performance and Scalability. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian Du 0001, John Shi, Soummya Kar, José M. F. Moura |
On Graph Convolution for Graph CNNs. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Eduardo Rosar Kós Lassance, Jean-Charles Vialatte, Vincent Gripon |
Matching Convolutional Neural Networks without Priors about Data. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Topi Halme, Visa Koivunen |
Distributed Nonparametric Inference Using a One-Sample Bootstrapped Anderson-Darling Test and P-Value Fusion. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Arya Farahi, Jonathan C. Stroud |
The Michigan Data Science Team: A Data Science Education Program with Significant Social Impact. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Augusto Santos, Vincenzo Matta, Ali H. Sayed |
Divide-and-Conquer Tomography for Large-Scale Networks. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Elin Farnell, Henry Kvinge, Michael Kirby, Chris Peterson 0001 |
Endmember Extraction on the Grassmannian. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Yating Liu, Yuantao Gu |
A Novel Backbone Network Anomaly Detector via Clustering in Sketch Space. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Fernando Gama, Geert Leus, Antonio G. Marques, Alejandro Ribeiro |
Convolutional Neural Networks via Node-Varying Graph Filters. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Timo Huuhtanen, Alexander Jung |
Predictive Maintenance of Photovoltaic Panels via Deep Learning. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis |
Semi-Blind Inference of Topologies and Signals over Graphs. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Keng-Shih Lu, Eduardo Pavez, Antonio Ortega |
On Learning Laplacians of Tree Structured Graphs. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernhard Schmitzer |
Multi-Scale Algorithms for Optimal Transport. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Sergio Barbarossa, Stefania Sardellitti, Elena Ceci |
Learning from Signals Defined over Simplicial Complexes. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Murray, Jared Tanner |
Deep CNN Sparse Coding Analysis: Towards Average Case. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Hashem Parvin, Parham Moradi, Shahrokh Esmaeili, Mahdi Jalili |
An Efficient Recommender System by Integrating Non-Negative Matrix Factorization with Trust and Distrust Relationships. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Keith Knight |
Subsampling Least Squares and Elemental Estimation. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Xinyue Shen, Yuchen Jiao, Yuantao Gu |
Subspace Data Visualization with Dissimilarity Based on Principal Angle. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Roope Tervo, Joonas Karjalainen, Alexander Jung |
Predicting Electricity Outages Caused By Convective Storms. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Sylvain Le Corff, Alain Champagne, Maurice Charbit, Gilles Nozière, Eric Moulines |
Optimizing Thermal Comfort and Energy Consumption in a Large Building without Renovation Work. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Catherine Stamoulis |
Sparse Anomaly Representations in Very High-Dimensional Brain Signals. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Stefan Vlaski, Hermina Petric Maretic, Roula Nassif, Pascal Frossard, Ali H. Sayed |
Online Graph Learning from Sequential Data. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Addison W. Bohannon, Brian M. Sadler, Radu V. Balan |
Learning Flexible Representations of Stochastic Processes on Graphs. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Alex Nowak, Soledad Villar, Afonso S. Bandeira, Joan Bruna |
Revised Note on Learning Quadratic Assignment with Graph Neural Networks. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | Aniket Anand Deshmukh, Emil Laftchiev |
Semi-Supervised Transfer Learning Using Marginal Predictors. |
DSW |
2018 |
DBLP DOI BibTeX RDF |
|
| 1 | |
2018 IEEE Data Science Workshop, DSW 2018, Lausanne, Switzerland, June 4-6, 2018 |
DSW |
2018 |
DBLP BibTeX RDF |
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