Vinay Chakravarthi Gogineni

Katinka Müller

Milica Orlandic

IEEE Geosci. Remote. Sens. Lett., 2024

Analyzing the Impact of Partial Sharing on the Resilience of Online Federated Learning Against Model Poisoning Attacks.

[BibT_eX]

[DOI]

Ehsan Lari

Reza Arablouei

CoRR, 2024

Efficient Knowledge Deletion from Trained Models through Layer-wise Partial Machine Unlearning.

[BibT_eX]

[DOI]

Esmaeil S. Nadimi

CoRR, 2024

2023

Communication-Efficient Online Federated Learning Strategies for Kernel Regression.

[BibT_eX]

[DOI]

IEEE Internet Things J., March, 2023

Algorithm and Architecture Design of Random Fourier Features-Based Kernel Adaptive Filters.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., February, 2023

Communication-Efficient and Privacy-Aware Distributed Learning.

[BibT_eX]

[DOI]

Ashkan Moradi

IEEE Trans. Signal Inf. Process. over Networks, 2023

Personalized Graph Federated Learning With Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2023

Asynchronous Online Federated Learning With Reduced Communication Requirements.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Smoothing ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.

[BibT_eX]

[DOI]

CoRR, 2023

Distributed Quantile Regression with Non-Convex Sparse Penalties.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Resource-Efficient Federated Learning Robust to Communication Errors.

[BibT_eX]

[DOI]

Ehsan Lari

Reza Arablouei

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Networked Personalized Federated Learning Using Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Autoencoder-based Hyperspectral Anomaly Detection using Kernel Principal Component Pre-Processing.

[BibT_eX]

[DOI]

Katinka Müller

Milica Orlandic

Proceedings of the 31st European Signal Processing Conference, 2023

Continual Local Updates for Federated Learning with Enhanced Robustness to Link Noise.

[BibT_eX]

[DOI]

Ehsan Lari

Reza Arablouei

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

Novel VLSI Architecture for Fractional-Order Correntropy Adaptive Filtering Algorithm.

[BibT_eX]

[DOI]

Daney Alex

IEEE Trans. Very Large Scale Integr. Syst., 2022

Kernel Regression Over Graphs Using Random Fourier Features.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Personalized Online Federated Learning for IoT/CPS: Challenges and Future Directions.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2022

Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Communication-Efficient Online Federated Learning Framework for Nonlinear Regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Communication-Efficient and Privacy-Aware Distributed LMS Algorithm.

[BibT_eX]

[DOI]

Ashkan Moradi

Proceedings of the 25th International Conference on Information Fusion, 2022

ADMM for Sparse-Penalized Quantile Regression with Non-Convex Penalties.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Dynamic Graph Topology Learning with Non-Convex Penalties.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Decentralized Graph Federated Multitask Learning for Streaming Data.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

Clustered Graph Federated Personalized Learning.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2021

Performance of Clustered Multitask Diffusion LMS Suffering From Inter-Node Communication Delays.

[BibT_eX]

[DOI]

Sayed Pouria Talebi

IEEE Trans. Circuits Syst. II Express Briefs, 2021

Data-Driven Personalized Cervical Cancer Risk Prediction: A Graph-Perspective.

[BibT_eX]

[DOI]

Severin R. E. Langberg

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Kernel Regression on Graphs in Random Fourier Features Space.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Graph Kernel Recursive Least-Squares Algorithms.

[BibT_eX]

[DOI]

Valeriya Naumova

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Recurrent Time-Varying Multi-Graph Convolutional Neural Network for Personalized Cervical Cancer Risk Prediction.

[BibT_eX]

[DOI]

Severin R. E. Langberg

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

Fractional-Order Correntropy Filters for Tracking Dynamic Systems in α-Stable Environments.

[BibT_eX]

[DOI]

Sayed Pouria Talebi

Danilo P. Mandic

IEEE Trans. Circuits Syst., 2020

Improving the Performance of Multitask Diffusion APA via Controlled Inter-Cluster Cooperation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Fractional-Order Correntropy Adaptive Filters for Distributed Processing of $\alpha$-Stable Signals.

[BibT_eX]

[DOI]

Sayed Pouria Talebi

Danilo P. Mandic

IEEE Signal Process. Lett., 2020

Graph Diffusion Kernel LMS using Random Fourier Features.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Robust Proportionate Adaptive Filter Architectures Under Impulsive Noise.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2019

Partial Diffusion Affine Projection Algorithm Over Clustered Multitask Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

2018

Algorithm and VLSI Architecture Design of Proportionate-Type LMS Adaptive Filters for Sparse System Identification.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2018

Improved proportionate-type sparse adaptive filtering under maximum correntropy criterion in impulsive noise environments.

[BibT_eX]

[DOI]

Digit. Signal Process., 2018

An adaptive convex combination of APA and ZA-APA for identifying systems having variable sparsity and correlated input.

[BibT_eX]

[DOI]

Bijit K. Das

Digit. Signal Process., 2018

Diffusion Affine Projection Algorithm for Multitask Networks.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017

Algorithm and Architecture Design of Adaptive Filters With Error Nonlinearities.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2017

A Convex Combination of NLMS and ZA-NLMS for Identifying Systems With Variable Sparsity.

[BibT_eX]

[DOI]

Bijit K. Das

Kota Naga Srinivasarao Batta

IEEE Trans. Circuits Syst. II Express Briefs, 2017

A novel framework for compressed sensing based scalable video coding.

[BibT_eX]

[DOI]

Indrajit Chakrabarti

Signal Process. Image Commun., 2017

Constrained Least Mean Logarithmic Square Algorithm: Design and Performance Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

Algorithm/Architecture Co-design of Proportionate-type LMS Adaptive Filters for Sparse System Identification.

[BibT_eX]

[DOI]

CoRR, 2017

Proportionate Adaptive Filtering under Correntropy Criterion in Impulsive Noise Environments.

[BibT_eX]

[DOI]

Kota Naga Srinivasarao Batta

CoRR, 2017

2016

VLSI Friendly Framework for Scalable Video Coding based on Compressed Sensing.

[BibT_eX]

[DOI]

Indrajit Chakrabarti

CoRR, 2016

Performance analysis of proportionate-type LMS algorithms.

[BibT_eX]

[DOI]

Rajib Lochan Das

Proceedings of the Signal Processing: Algorithms, 2016

2015

Convergence Analysis of Proportionate-type Least Mean Square Algorithms.

[BibT_eX]

[DOI]

CoRR, 2015

Distributed Multi-task APA over Adaptive Networks Based on Partial Diffusion.

[BibT_eX]

[DOI]

CoRR, 2015

Diffusion Adaptation Over Clustered Multitask Networks Based on the Affine Projection Algorithm.

[BibT_eX]

[DOI]

CoRR, 2015

Adaptive Convex Combination of APA and ZA-APA algorithms for Sparse System Identification.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Proportionate-type hard thresholding adaptive filter for sparse system identification.

[BibT_eX]

[DOI]

Rajib Lochan Das