Luis M. Lopez-Ramos

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All published works
Action Title Year Authors
+ PDF Chat Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review 2024 Luis M. Lopez-Ramos
Florian Leiser
Aditya Rastogi
Steven A. Hicks
Inga Strümke
Vince I. Madai
Tobias Budig
Ali Sunyaev
Adam Hilbert
+ Zero-delay Consistent Signal Reconstruction from Streamed Multivariate Time Series 2023 Emilio Ruiz-Moreno
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Efficient Interpretable Nonlinear Modeling for Multiple Time Series 2023 Kevin Roy
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ PDF Chat Online Joint Topology Identification and Signal Estimation From Streams With Missing Data 2023 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ PDF Chat A Trainable Approach to Zero-Delay Smoothing Spline Interpolation 2023 Emilio Ruiz-Moreno
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ PDF Chat Explainable Nonlinear Modelling of Multiple Time Series with Invertible Neural Networks 2022 Luis M. Lopez-Ramos
Kevin Roy
Baltasar Beferull‐Lozano
+ A Trainable Approach to Zero-delay Smoothing Spline Interpolation 2022 Emilio Ruiz-Moreno
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Explainable nonlinear modelling of multiple time series with invertible neural networks 2021 Luis M. Lopez-Ramos
Kevin Roy
Baltasar Beferull‐Lozano
+ PDF Chat Online Hyperparameter Search Interleaved with Proximal Parameter Updates 2020 Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Online Joint Topology Identification and Signal Estimation with Inexact Proximal Online Gradient Descent 2020 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ PDF Chat Online Topology Identification From Vector Autoregressive Time Series 2020 Bakht Zaman
Luis M. Lopez-Ramos
Daniel Romero
Baltasar Beferull‐Lozano
+ PDF Chat Channel Gain Cartography via Mixture of Experts 2020 Luis M. Lopez-Ramos
Yves Teganya
Baltasar Beferull‐Lozano
Seung-Jun Kim
+ PDF Chat Dynamic Regret Analysis for Online Tracking of Time-varying Structural Equation Model Topologies 2020 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Online Hyperparameter Search Interleaved with Proximal Parameter Updates 2020 Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Dynamic Regret Analysis for Online Tracking of Time-varying Structural Equation Model Topologies 2020 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Channel Gain Cartography via Mixture of Experts 2020 Luis M. Lopez-Ramos
Yves Teganya
Baltasar Beferull‐Lozano
Seung-Jun Kim
+ Online Joint Topology Identification and Signal Estimation from Streams with Missing Data 2020 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Online Hyperparameter Search Interleaved with Proximal Parameter Updates 2020 Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Dynamic Regret Analysis for Online Tracking of Time-varying Structural Equation Model Topologies 2020 Bakht Zaman
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ PDF Chat Location-Free Spectrum Cartography 2019 Yves Teganya
Daniel Romero
Luis M. Lopez-Ramos
Baltasar Beferull‐Lozano
+ Online Topology Identification from Vector Autoregressive Time Series 2019 Bakht Zaman
Luis M. Lopez-Ramos
Daniel Romero
Baltasar Beferull‐Lozano
+ Online Topology Identification from Vector Autoregressive Time Series 2019 Bakht Zaman
Luis M. Lopez-Ramos
Daniel Romero
Baltasar Beferull‐Lozano
+ PDF Chat DYNAMIC NETWORK IDENTIFICATION FROM NON-STATIONARY VECTOR AUTOREGRESSIVE TIME SERIES 2018 Luis M. Lopez-Ramos
Daniel Romero
Bakht Zaman
Baltasar Beferull‐Lozano
+ Dynamic network identification from non-stationary vector autoregressive time series 2018 Luis M. Lopez-Ramos
Daniel Romero
Bakht Zaman
Baltasar Beferull‐Lozano
+ Dynamic network identification from non-stationary vector autoregressive time series 2018 Luis M. Lopez-Ramos
Daniel Romero
Bakht Zaman
Baltasar Beferull‐Lozano
+ Two-Timescale Stochastic Dispatch of Smart Distribution Grids 2017 Luis M. Lopez-Ramos
Vassilis Kekatos
Antonio G. Marqués
Georgios B. Giannakis
+ Two-Timescale Stochastic Dispatch of Smart Distribution Grids 2016 Luis M. Lopez-Ramos
Vassilis Kekatos
Antonio G. Marqués
Georgios B. Giannakis
+ Two-Timescale Stochastic Dispatch of Smart Distribution Grids 2016 Luis M. Lopez-Ramos
Vassilis Kekatos
Antonio G. Marqués
Georgios B. Giannakis
+ Jointly Optimal Sensing and Resource Allocation for Multiuser Overlay Cognitive Radios 2012 Luis M. Lopez-Ramos
Antonio G. Marqués
Javier Ramos
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Statistical Analysis of Network Data: Methods and Models 2009 Eric D. Kolaczyk
7
+ Some recent development in a concept of causality 1988 Clive W. J. Granger
7
+ PDF Chat Online Learning With Inexact Proximal Online Gradient Descent Algorithms 2019 Rishabh Dixit
Amrit Singh Bedi
Ruchi Tripathi
Ketan Rajawat
6
+ Sparse graphical modeling of piecewise-stationary time series 2011 Daniele Angelosante
Georgios B. Giannakis
6
+ PDF Chat Causal Network Inference Via Group Sparse Regularization 2011 Andrew Bolstad
B.D. Van Veen
Robert Nowak
6
+ PDF Chat Estimating time-varying networks 2010 Mladen Kolar
Le Song
Amr Ahmed
Eric P. Xing
6
+ Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks 2017 Yanning Shen
Brian Baingana
Georgios B. Giannakis
6
+ Connecting the Dots: Identifying Network Structure via Graph Signal Processing 2019 Gonzalo Mateos
Santiago Segarra
Antonio G. Marqués
Alejandro Ribeiro
6
+ PDF Chat Network Inference via the Time-Varying Graphical Lasso 2017 David Hallac
Youngsuk Park
Stephen Boyd
Jure Leskovec
5
+ Signal Processing on Graphs: Causal Modeling of <italic>Un</italic>structured Data 2016 Jonathan Mei
José M. F. Moura
5
+ Sparse inverse covariance estimation with the graphical lasso 2007 Jerome H. Friedman
Trevor Hastie
R. Tibshirani
5
+ An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed CPS 2016 Chao Liu
Sambuddha Ghosal
Zhanhong Jiang
Soumik Sarkar
5
+ PDF Chat Nonlinear dimensionality reduction on graphs 2017 Yanning Shen
Panagiotis A. Traganitis
Georgios B. Giannakis
4
+ PDF Chat DYNAMIC NETWORK IDENTIFICATION FROM NON-STATIONARY VECTOR AUTOREGRESSIVE TIME SERIES 2018 Luis M. Lopez-Ramos
Daniel Romero
Bakht Zaman
Baltasar Beferull‐Lozano
4
+ Topology Selection in Graphical Models of Autoregressive Processes 2010 Jitkomut Songsiri
Lieven Vandenberghe
4
+ Sparse autoregressive model estimation for learning granger causality in time series 2013 Jitkomut Songsiri
4
+ PDF Chat Adaptive Least Mean Squares Estimation of Graph Signals 2016 Paolo Di Lorenzo
Sergio Barbarossa
Paolo Banelli
Stefania Sardellitti
4
+ PDF Chat Forecasting Time Series With VARMA Recursions on Graphs 2019 Elvin Isufi
Andreas Loukas
Nathanaël Perraudin
Geert Leus
4
+ Proximal Algorithms 2013 Neal Parikh
Stephen Boyd
4
+ Network Topology Inference from Spectral Templates 2017 Santiago Segarra
Antonio G. Marqués
Gonzalo Mateos
Alejandro Ribeiro
4
+ Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs 2019 Vassilis N. Ioannidis
Yanning Shen
Georgios B. Giannakis
3
+ Neural Granger Causality for Nonlinear Time Series 2018 Alex Tank
Ian Covert
Nicholas J. Foti
Ali Shojaie
Emily B. Fox
3
+ PDF Chat Blind identification of sparse dynamic networks and applications 2011 Mustafa Ayazoğlu
Mario Sznaier
Necmiye Özay
3
+ PDF Chat Introduction to Online Convex Optimization 2016 Elad Hazan
3
+ PDF Chat Structure and dynamics of information pathways in online media 2013 Manuel Gomez-Rodriguez
Jure Leskovec
Bernhard Schölkopf
3
+ Pattern Recognition and Machine Learning 2007 Christopher Bishop
3
+ Convex Optimization 2004 Stephen Boyd
Lieven Vandenberghe
3
+ PDF Chat Learning Laplacian Matrix in Smooth Graph Signal Representations 2016 Xiaowen Dong
Dorina Thanou
Pascal Frossard
Pierre Vandergheynst
3
+ PDF Chat An Unsupervised Spatiotemporal Graphical Modeling Approach to Anomaly Detection in Distributed CPS 2016 Chao Liu
Sambuddha Ghosal
Zhanhong Jiang
Soumik Sarkar
3
+ PDF Chat Online Topology Identification From Vector Autoregressive Time Series 2020 Bakht Zaman
Luis M. Lopez-Ramos
Daniel Romero
Baltasar Beferull‐Lozano
3
+ Adaptive Bayesian Radio Tomography 2019 Donghoon Lee
Dimitris Berberidis
Georgios B. Giannakis
2
+ Composite objective mirror descent 2010 John C. Duchi
Shai Shalev‐Shwartz
Yoram Singer
Ambuj Tewari
2
+ Stochastic Hyperparameter Optimization through Hypernetworks 2018 Jonathan Lorraine
David Duvenaud
2
+ An ADMM Algorithm for a Class of Total Variation Regularized Estimation Problems 2012 Bo Wahlberg
S. T. P. Boyd
Mariette Annergren
Yang Wang
2
+ PDF Chat Distributed Reactive Power Feedback Control for Voltage Regulation and Loss Minimization 2014 Saverio Bolognani
Ruggero Carli
Guido Cavraro
Sandro Zampieri
2
+ Estimation Consistency of the Group Lasso and its Applications 2009 Han Liu
Jian Zhang
2
+ Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling 2014 Jun‐Young Chung
Çaǧlar Gülçehre
Kyunghyun Cho
Yoshua Bengio
2
+ Structural Break Detection in High-Dimensional Non-Stationary VAR models 2017 Abolfazl Safikhani
Ali Shojaie
2
+ An Efficient ADMM Algorithm for Structural Break Detection in Multivariate Time Series 2017 Alex Tank
Emily B. Fox
Ali Shojaie
2
+ PDF Chat Adaptive regularization for Lasso models in the context of nonstationary data streams 2018 Ricardo Pio Monti
Christoforos Anagnostopoulos
Giovanni Montana
2
+ Change-point detection in panel data via double CUSUM statistic 2016 Haeran Cho
2
+ Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components 2014 Philipp Geiger
Kun Zhang
Bernhard Schoelkopf
Mingming Gong
Dominik Janzing
2
+ PDF Chat An iterative thresholding algorithm for linear inverse problems with a sparsity constraint 2004 Ingrid Daubechies
Michel Defrise
Christine De Mol
2
+ Tracking Switched Dynamic Network Topologies From Information Cascades 2016 Brian Baingana
Georgios B. Giannakis
2
+ PDF Chat Bayesian Nonparametric Inference of Switching Dynamic Linear Models 2011 Emily B. Fox
Erik B. Sudderth
Michael I. Jordan
Alan S. Willsky
2
+ PDF Chat Optimal inverter VAR control in distribution systems with high PV penetration 2012 Masoud Farivar
Russell Neal
Catriona Clarke
Steven H. Low
2
+ Hyperparameter optimization with approximate gradient 2016 Fabián Pedregosa
2
+ PDF Chat Ergodic Energy Management Leveraging Resource Variability in Distribution Grids 2016 Gang Wang
Vassilis Kekatos
Antonio J. Conejo
Georgios B. Giannakis
2
+ Convex Optimization 2004 Stephen Boyd
Lieven Vandenberghe
2
+ Online convex programming and generalized infinitesimal gradient ascent 2003 Martin Zinkevich
2