Stefan Werner 0001 - researchr alias

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Viewing Publication 1 - 84 from 84

2024

Lightweight Autonomous Autoencoders for Timely Hyperspectral Anomaly DetectionVinay Chakravarthi Gogineni, Katinka Müller, Milica Orlandic, Stefan Werner 0001. lgrs, 21:1-5, 2024. [doi]

2023

Asynchronous Online Federated Learning With Reduced Communication RequirementsFrançois Gauthier 0002, Vinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. iotj, 10(23):20761-20775, dec1 2023. [doi]

Networked Personalized Federated Learning Using Reinforcement LearningFrançois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner 0001. icc 2023: 4397-4402 [doi]

Personalized Graph Federated Learning With Differential PrivacyFrançois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. tsipn, 9:736-749, 2023. [doi]

Communication-Efficient Online Federated Learning Strategies for Kernel RegressionVinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. iotj, 10(5):4531-4544, March 1 2023. [doi]

Communication-Efficient and Privacy-Aware Distributed LearningVinay Chakravarthi Gogineni, Ashkan Moradi, Naveen K. D. Venkategowda, Stefan Werner 0001. tsipn, 9:705-720, 2023. [doi]

Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive FiltersVinay Chakravarthi Gogineni, Ramesh Sambangi, Daney Alex, Subrahmanyam Mula, Stefan Werner 0001. tcasI, 70(2):833-845, February 2023. [doi]

Continual Local Updates for Federated Learning with Enhanced Robustness to Link NoiseEhsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner 0001. apsipa 2023: 1199-1203 [doi]

Resource-Efficient Federated Learning Robust to Communication ErrorsEhsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner 0001. gacm 2023: 265-269 [doi]

Distributed Quantile Regression with Non-Convex Sparse PenaltiesReza Mirzaeifard, Vinay Chakravarthi Gogineni, Naveen K. D. Venkategowda, Stefan Werner 0001. gacm 2023: 250-254 [doi]

Robust Networked Federated Learning for LocalizationReza Mirzaeifard, Naveen K. D. Venkategowda, Stefan Werner 0001. apsipa 2023: 1193-1198 [doi]

Moreau Envelope ADMM for Decentralized Weakly Convex OptimizationReza Mirzaeifard, Naveen K. D. Venkategowda, Alexander Jung, Stefan Werner 0001. apsipa 2023: 1126-1130 [doi]

Autoencoder-based Hyperspectral Anomaly Detection using Kernel Principal Component Pre-ProcessingKatinka Müller, Vinay Chakravarthi Gogineni, Milica Orlandic, Stefan Werner 0001. eusipco 2023: 566-570 [doi]

2022

Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering AlgorithmDaney Alex, Vinay Chakravarthi Gogineni, Subrahmanyam Mula, Stefan Werner 0001. tvlsi, 30(7):893-904, 2022. [doi]

Kernel Regression Over Graphs Using Random Fourier FeaturesVitor Rosa Meireles Elias, Vinay Chakravarthi Gogineni, Wallace A. Martins, Stefan Werner 0001. tsp, 70:936-949, 2022. [doi]

Resource-Aware Asynchronous Online Federated Learning for Nonlinear RegressionFrançois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. icc 2022: 2828-2833 [doi]

Clustered Graph Federated Personalized LearningFrançois Gauthier, Vinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. acssc 2022: 744-748 [doi]

Communication-Efficient Online Federated Learning Framework for Nonlinear RegressionVinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. icassp 2022: 5228-5232 [doi]

Communication-Efficient and Privacy-Aware Distributed LMS AlgorithmVinay Chakravarthi Gogineni, Ashkan Moradi, Naveen K. D. Venkategowda, Stefan Werner 0001. fusion 2022: 1-6 [doi]

Decentralized Graph Federated Multitask Learning for Streaming DataVinay Chakravarthi Gogineni, Stefan Werner 0001, Yih-Fang Huang, Anthony Kuh. ciss 2022: 101-106 [doi]

Personalized Online Federated Learning for IoT/CPS: Challenges and Future DirectionsVinay Chakravarthi Gogineni, Stefan Werner 0001, François Gauthier, Yih-Fang Huang, Anthony Kuh. iotm, 5(4):78-84, 2022. [doi]

Privacy-Preserved Distributed Learning With Zeroth-Order OptimizationCristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner 0001. tifs, 17:265-279, 2022. [doi]

Optimal Scheduling of Multiple Spatiotemporally Dependent Observations for Remote Estimation Using Age of InformationVictor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner 0001, Pramod K. Varshney. iotj, 9(20):20308-20321, 2022. [doi]

Robust Phase Retrieval with Non-Convex PenaltiesReza Mirzaeifard, Naveen K. D. Venkategowda, Stefan Werner 0001. acssc 2022: 1291-1295 [doi]

Dynamic Graph Topology Learning with Non-Convex PenaltiesReza Mirzaeifard, Vinay Chakravarthi Gogineni, Naveen K. D. Venkategowda, Stefan Werner 0001. eusipco 2022: 682-686 [doi]

ADMM for Sparse-Penalized Quantile Regression with Non-Convex PenaltiesReza Mirzaeifard, Naveen K. D. Venkategowda, Vinay Chakravarthi Gogineni, Stefan Werner 0001. eusipco 2022: 2046-2050 [doi]

Privacy-Preserving Distributed Kalman FilteringAshkan Moradi, Naveen K. D. Venkategowda, Sayed Pouria Talebi, Stefan Werner 0001. tsp, 70:3074-3089, 2022. [doi]

Gradient-Descent Adaptive Filtering Using Gradient Adaptive Step-SizeSayed Pouria Talebi, Hossein Darvishi, Stefan Werner 0001, Pierluigi Salvo Rossi. ieeesam 2022: 321-325 [doi]

Distributed Algebraic Riccati Equations in Multi-Agent SystemsSayed Pouria Talebi, Stefan Werner 0001, Yih-Fang Huang, Vijay Gupta 0001. eucc 2022: 1810-1817 [doi]

Fractional-Order Learning SystemsSayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. ijcnn 2022: 1-6 [doi]

A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic FunctionSayed Pouria Talebi, Stefan Werner 0001, Yili Xia, Clive Cheong Took, Danilo P. Mandic. ieeesam 2022: 390-394 [doi]

2021

Quickest Detection of Stochastic False Data Injection Attacks with Unknown ParametersBettina D. Barros, Naveen K. D. Venkategowda, Stefan Werner 0001. gacm 2021: 426-430 [doi]

Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance AnalysisVitor R. M. Elias, Vinay Chakravarthi Gogineni, Wallace A. Martins, Stefan Werner 0001. tsipn, 7:62-74, 2021. [doi]

Kernel Regression on Graphs in Random Fourier Features SpaceVitor R. M. Elias, Vinay Chakravarthi Gogineni, Wallace A. Martins, Stefan Werner 0001. icassp 2021: 5235-5239 [doi]

Performance of Clustered Multitask Diffusion LMS Suffering From Inter-Node Communication DelaysVinay Chakravarthi Gogineni, Sayed Pouria Talebi, Stefan Werner 0001. tcasII, 68(7):2695-2699, 2021. [doi]

Graph Kernel Recursive Least-Squares AlgorithmsVinay Chakravarthi Gogineni, Valeriya Naumova, Stefan Werner 0001, Yih-Fang Huang. apsipa 2021: 2072-2076 [doi]

Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-PerspectiveVinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner 0001. gacm 2021: 46-50 [doi]

Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk PredictionVinay Chakravarthi Gogineni, Severin R. E. Langberg, Valeriya Naumova, Jan F. Nygård, Mari Nygård, Markus Grasmair, Stefan Werner 0001. acssc 2021: 1541-1545 [doi]

Distributed Learning over Networks with Non-Smooth Regularizers and Feature PartitioningCristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner 0001. eusipco 2021: 1840-1844 [doi]

Optimal Transmission Threshold and Channel Allocation Strategies for Heterogeneous Sensor DataVictor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner 0001. acssc 2021: 757-761 [doi]

Optimization Strategy for Energy Allocation through Cooperative Storage ManagementJohann Leithon, Stefan Werner 0001, Visa Koivunen. smartgridcomm 2021: 71-76 [doi]

Securing the D istributed Kalman Filter Against Curious AgentsAshkan Moradi, Naveen K. D. Venkategowda, Sayed Pouria Talebi, Stefan Werner 0001. fusion 2021: 1-7 [doi]

Distributed Kalman Filtering with Privacy against Honest-but-Curious AdversariesAshkan Moradi, Naveen K. D. Venkategowda, Sayed Pouria Talebi, Stefan Werner 0001. acssc 2021: 790-794 [doi]

On Stability and Convergence of Distributed FiltersSayed Pouria Talebi, Stefan Werner 0001, Vijay Gupta 0001, Yih-Fang Huang. spl, 28:494-498, 2021. [doi]

2020

Nonlinear Adaptive Filtering With Kernel Set-Membership ApproachKewei Chen, Stefan Werner 0001, Anthony Kuh, Yih-Fang Huang. tsp, 68:1515-1528, 2020. [doi]

Extended Adjacency and Scale-Dependent Graph Fourier Transform via Diffusion DistancesVitor R. M. Elias, Wallace A. Martins, Stefan Werner 0001. tsipn, 6:592-604, 2020. [doi]

Privacy-Preserving Distributed Learning with Nonsmooth Objective FunctionsFrançois Gauthier, Cristiano Gratton, Naveen K. D. Venkategowda, Stefan Werner 0001. acssc 2020: 42-46 [doi]

Graph Diffusion Kernel LMS using Random Fourier FeaturesVinay Chakravarthi Gogineni, Vitor R. M. Elias, Wallace A. Martins, Stefan Werner 0001. acssc 2020: 1528-1532 [doi]

Fractional-Order Correntropy Adaptive Filters for Distributed Processing of $\alpha$-Stable SignalsVinay Chakravarthi Gogineni, Sayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. spl, 27:1884-1888, 2020. [doi]

Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable EnvironmentsVinay Chakravarthi Gogineni, Sayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. tcas, 67-II(12):3557-3561, 2020. [doi]

Distributed Learning with Non-Smooth Objective FunctionsCristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner 0001. eusipco 2020: 2180-2184 [doi]

Optimal Scheduling of Multiple Spatio-temporally Dependent Observations using Age-of-InformationVictor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner 0001. acssc 2020: 1188-1192 [doi]

Optimal Scheduling Policy for Spatio-temporally Dependent Observations using Age-of-InformationVictor Wattin Håkansson, Naveen K. D. Venkategowda, Stefan Werner 0001. fusion 2020: 1-6 [doi]

Quaternion-Valued Distributed Filtering and ControlSayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. tac, 65(10):4246-4257, 2020. [doi]

Privacy-Preserving Distributed Maximum ConsensusNaveen K. D. Venkategowda, Stefan Werner 0001. spl, 27:1839-1843, 2020. [doi]

2019

MMSE Filter Design for Full-duplex Filter-and-forward MIMO Relays under Limited Dynamic RangeEmilio Antonio-Rodriguez, Stefan Werner 0001, Roberto López-Valcarce, Risto Wichman. sigpro, 156:208-219, 2019. [doi]

Consensus-based Distributed Total Least-squares Estimation Using Parametric Semidefinite ProgrammingCristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner 0001. icassp 2019: 5227-5231 [doi]

Cost-Aware Dual Prediction Scheme for Reducing Transmissions at IoT Sensor NodesVictor Wattin Håkansson, Naveen K. D. Venkategowda, Frank Alexander Kraemer, Stefan Werner 0001. eusipco 2019: 1-5 [doi]

Price-aware Renewable Energy Management with Transmission LossesJohann Leithon, Stefan Werner 0001, Visa Koivunen, Sayed Pouria Talebi. icassp 2019: 8087-8091 [doi]

Storage Management in a Shared Solar Environment With Time-Varying Electricity PricesJohann Leithon, Stefan Werner 0001, Visa Koivunen. iotj, 6(5):7420-7436, 2019. [doi]

Coordinated Data-Falsification Attacks in Consensus-based Distributed Kalman FilteringAshkan Moradi, Naveen K. D. Venkategowda, Stefan Werner 0001. camsap 2019: 495-499 [doi]

Improving Accuracy of the Shewhart-based Data-Reduction in IoT Nodes using PiggybackingAnish Shastri, Vivek Jain, Sachin Chaudhari, Shailesh Singh Chouhan, Stefan Werner 0001. wf-iot 2019: 943-948 [doi]

Distributed Kalman Filtering in Presence of Unknown Outer Network ActuationsSayed Pouria Talebi, Stefan Werner 0001. csysl, 3(1):186-191, 2019. [doi]

Distributed Kalman Filtering and Control Through Embedded Average Consensus Information FusionSayed Pouria Talebi, Stefan Werner 0001. tac, 64(10):4396-4403, 2019. [doi]

Tracking Dynamic Systems in α-Stable EnvironmentsSayed Pouria Talebi, Stefan Werner 0001, Shengxi Li, Danilo P. Mandic. icassp 2019: 4853-4857 [doi]

Complex-Valued Nonlinear Adaptive Filters With Applications in $\alpha$-Stable EnvironmentsSayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. spl, 26(9):1315-1319, 2019. [doi]

2018

Nonlinear Online Learning - A Kernel SMF ApproachKewei Chen, Stefan Werner 0001, Anthony Kuh, Yih-Fang Huang. apsipa 2018: 218-223 [doi]

Distributed Ridge Regression with Feature PartitioningCristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei, Stefan Werner 0001. acssc 2018: 1423-1427 [doi]

Decentralized PMU-Assisted Power System State Estimation With Reduced Interarea CommunicationNeelabh Kashyap, Stefan Werner 0001, Yih-Fang Huang. jstsp, 12(4):607-616, 2018. [doi]

Cooperative Renewable Energy Management with Distributed GenerationJohann Leithon, Stefan Werner 0001, Visa Koivunen. eusipco 2018: 191-195 [doi]

Renewable Energy Optimization with Centralized and Distributed GenerationJohann Leithon, Stefan Werner 0001, Visa Koivunen. eusipco 2018: 181-185 [doi]

Machine Learning-Based Occupancy Estimation Using Multivariate Sensor NodesAdarsh Pal Singh, Vivek Jain, Sachin Chaudhari, Frank Alexander Kraemer, Stefan Werner 0001, Vishal Garg. globecom 2018: 1-6 [doi]

Distributed Kalman Filtering: Consensus, Diffusion, and MixedSayed Pouria Talebi, Stefan Werner 0001. ccta 2018: 1126-1132 [doi]

Kalman Filtering and Clustering in Sensor NetworksSayed Pouria Talebi, Stefan Werner 0001, Visa Koivunen. icassp 2018: 4309-4313 [doi]

Distributed Adaptive Filtering of α-Stable SignalsSayed Pouria Talebi, Stefan Werner 0001, Danilo P. Mandic. spl, 25(10):1450-1454, 2018. [doi]

Privacy-Preserving Distributed Precoder Design for Decentralized EstimationNaveen K. D. Venkategowda, Stefan Werner 0001. globalsip 2018: 1311-1315 [doi]

2016

Signal-dependent preprocessing of buffered PMU measurements for hybrid state estimationNeelabh Kashyap, Stefan Werner 0001, Jarmo Lundén. i2mtc 2016: 1-6 [doi]

2014

Power System State Estimation Under Incomplete PMU Observability - A Reduced-Order ApproachNeelabh Kashyap, Stefan Werner 0001, Yih-Fang Huang, Taneli Riihonen. jstsp, 8(6):1051-1062, 2014. [doi]

2008

Design of co-phasing allpass filters for full-duplex OFDM relaysTaneli Riihonen, Stefan Werner 0001, Juan E. Cousseau, Risto Wichman. acssc 2008: 1030-1034 [doi]

2007

Link adaptation with distributed Jacobi eigenbeamforming for MIMO systemsEduardo Zacarías B., Stefan Werner 0001, Risto Wichman. iswcs 2007: 61-65 [doi]

2005

Low-complexity constrained affine-projection algorithmsStefan Werner 0001, J. A. Apolinario, Marcello L. R. de Campos, Paulo S. R. Diniz. tsp, 53(12):4545-4555, 2005. [doi]

2003

On the equivalence of RLS implementations of LCMV and GSC processorsStefan Werner 0001, José A. Apolinário Jr., Marcello L. R. de Campos. spl, 10(12):356-359, 2003. [doi]

2001

Set-membership affine projection algorithmStefan Werner 0001, Paulo S. R. Diniz. spl, 8(8):231-235, 2001. [doi]

1998

Adaptive multiple-antenna receiver for CDMA mobile receptionStefan Werner 0001, Timo I. Laakso, Jorma Lilleberg. icc 1998: 1053-1057 [doi]

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