Anna Scaglione

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 135

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

SmartGridComm

Publications

Adrian-Petru Surani, Tong Wu, Anna Scaglione
Competitive Reinforcement Learning for Real-Time Pricing and Scheduling Control in Coupled EV Charging Stations and Power Networks. HICSS (2024)
Hang Liu, Anna Scaglione, Hoi-To Wai
Blind Graph Matching Using Graph Signals. IEEE Trans. Signal Process. 72 (2024)
Nikhil Ravi, Anna Scaglione, Sean Peisert, Parth Pradhan
Differentially Private Communication of Measurement Anomalies in the Smart Grid. CoRR (2024)
Hang Liu, Anna Scaglione, Sean Peisert
Privacy Leakage In Graph Signal To Graph Matching Problems. ICASSP (2024)
Tong Wu, Anna Scaglione, Daniel B. Arnold
Complex-Value Spatiotemporal Graph Convolutional Neural Networks and Its Applications to Electric Power Systems AI. IEEE Trans. Smart Grid 15 (3) (2024)
Anna Scaglione, Nurullah Karakoç
Stochastic Dynamic Network Utility Maximization with Application to Disaster Response. CoRR (2024)
Tong Su, Tong Wu, Junbo Zhao, Anna Scaglione, Le Xie
A Review of Safe Reinforcement Learning Methods for Modern Power Systems. CoRR (2024)
Leah Woldemariam, Hang Liu, Anna Scaglione
Low-Complexity Vector Source Coding for Discrete Long Sequences with Unknown Distributions. ICASSP (2024)
Tong Wu, Ignacio Losada Carreno, Anna Scaglione, Daniel B. Arnold
Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms. IEEE Trans. Smart Grid 14 (5) (2023)
Nikhil Ravi, Anna Scaglione, Julieta Giraldez, Parth Pradhan, Chuck Moran, Sean Peisert
Solar Photovoltaic Systems Metadata Inference and Differentially Private Publication. CoRR (2023)
Raksha Ramakrishna, Anna Scaglione, Tong Wu, Nikhil Ravi, Sean Peisert
Differential Privacy for Class-based Data: A Practical Gaussian Mechanism. CoRR (2023)
Tong Wu, Anna Scaglione, Daniel B. Arnold
Constrained Reinforcement Learning for Stochastic Dynamic Optimal Power Flow Control. CoRR (2023)
Sachin Kadam, Anna Scaglione, Nikhil Ravi, Sean Peisert, Brent Lunghino, Aram Shumavon
Optimum Noise Mechanism for Probabilistic Differentially Private Queries in Discrete Finite Sets. SmartNets (2023)
Tong Wu, Anna Scaglione, Adrian Petru Surani, Daniel B. Arnold, Sean Peisert
Network-Constrained Reinforcement Learning for Optimal EV Charging Control. SmartGridComm (2023)
Raksha Ramakrishna, Anna Scaglione, Tong Wu, Nikhil Ravi, Sean Peisert
Differential Privacy for Class-Based Data: A Practical Gaussian Mechanism. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Hang Liu, Anna Scaglione, Hoi-To Wai
Solutions of the Graph Matching Problem Using Graph Signals. CAMSAP (2023)
Leah Woldemariam, Hang Liu, Anna Scaglione
Low-Complexity Vector Source Coding for Discrete Long Sequences with Unknown Distributions. CoRR (2023)
Andrew Campbell, Hang Liu, Leah Woldemariam, Anna Scaglione
MALCOM-PSGD: Inexact Proximal Stochastic Gradient Descent for Communication-Efficient Decentralized Machine Learning. CoRR (2023)
Daniel B. Arnold, Shammya Saha, Sy-Toan Ngo, Ciaran M. Roberts, Anna Scaglione, Nathan G. Johnson, Sean Peisert, David Pinney
Adaptive Control of Distributed Energy Resources for Distribution Grid Voltage Stability. CoRR (2022)
Tong Wu, Anna Scaglione, Daniel Arnold
Complex-Value Spatio-temporal Graph Convolutional Neural Networks and its Applications to Electric Power Systems AI. CoRR (2022)
Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione
Community Inference From Partially Observed Graph Signals: Algorithms and Analysis. IEEE Trans. Signal Process. 70 (2022)
Nikhil Ravi, Anna Scaglione, Sachin Kadam, Reinhard Gentz, Sean Peisert, Brent Lunghino, Emmanuel Levijarvi, Aram Shumavon
Differentially Private -Means Clustering Applied to Meter Data Analysis and Synthesis. IEEE Trans. Smart Grid 13 (6) (2022)
Pradeep Chennakesavula, Y.-W. Peter Hong, Anna Scaglione
Efficient Caching by Linear Compression for Parameter Estimation in Wireless Sensor Networks. IEEE Trans. Signal Process. 70 (2022)
Shammya Shananda Saha, Anna Scaglione, Raksha Ramakrishna, Nathan G. Johnson
Distribution Systems AC State Estimation via Sparse AMI Data Using Graph Signal Processing. IEEE Trans. Smart Grid 13 (5) (2022)
Tong Wu, Ignacio Losada Carreno, Anna Scaglione, Daniel B. Arnold
Deep Reinforcement Learning with Graph ConvNets for Distribution Network Voltage Control. CoRR (2022)
Tong Wu, Anna Scaglione, Daniel B. Arnold
Reinforcement Learning using Physics Inspired Graph Convolutional Neural Networks. Allerton (2022)
Or Ohev Shalom, Amir Leshem, Anna Scaglione
Localization of Data Injection Attacks on Distributed M-Estimation. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Anna Scaglione
The Use of Differential Privacy for Energy Data. CPSS@AsiaCCS (2022)
Daniel Arnold, Sy-Toan Ngo, Ciaran M. Roberts, Yize Chen, Anna Scaglione, Sean Peisert
Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation. ACC (2022)
Daniel B. Arnold, Sy-Toan Ngo, Ciaran M. Roberts, Yize Chen, Anna Scaglione, Sean Peisert
Adam-based Augmented Random Search for Control Policies for Distributed Energy Resource Cyber Attack Mitigation. CoRR (2022)
Nurullah Karakoç, Anna Scaglione, Martin Reisslein, Ruiyuan Wu
Federated Edge Network Utility Maximization for a Multi-Server System: Algorithm and Convergence. IEEE/ACM Trans. Netw. 30 (5) (2022)
Ruiyuan Wu, Anna Scaglione, Hoi-To Wai, Nurullah Karakoç, Kari Hreinsson, Wing-Kin Ma
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models. AAAI (2021)
Raksha Ramakrishna, Anna Scaglione
Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid. IEEE Trans. Signal Process. 69 (2021)
Nikhil Ravi, Anna Scaglione, Sean Peisert
Colored Noise Mechanism for Differentially Private Clustering. CoRR (2021)
Venkatraman Balasubramanian, Moayad Aloqaily, Martin Reisslein, Anna Scaglione
Intelligent Resource Management at the Edge for Ubiquitous IoT: An SDN-Based Federated Learning Approach. IEEE Netw. 35 (5) (2021)
Jiaying Li, Sissi Xiaoxiao Wu, Qiang Li, Anna Scaglione
A Parallel Distributed Algorithm for the Power SVD Method. SPAWC (2021)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Anna Scaglione, Sean Peisert, Daniel B. Arnold
Deep Reinforcement Learning for Mitigating Cyber-Physical DER Voltage Unbalance Attacks. ACC (2021)
Jiaying Li, Sissi Xiaoxiao Wu, Qiang Li, Anna Scaglione
A Parallel Distributed Algorithm for the Power SVD Method. CoRR (2021)
Sachin Kadam, Anna Scaglione, Nikhil Ravi, Sean Peisert, Brent Lunghino, Aram Shumavon
Optimum Noise Mechanism for Differentially Private Queries in Discrete Finite Sets. CoRR (2021)
Gamze Ozogul, Akhilesh S. Thyagaturu, Martin Reisslein, Anna Scaglione
Physical Education and English Language Arts Based K-12 Engineering Outreach in Software Defined Networking (Extended Version). CoRR (2020)
Kari Hreinsson, Anna Scaglione, Mahnoosh Alizadeh
An Aggregate Model of the Flexible Energy Demand of Thermostatically Controlled Loads with Explicit Outdoor Temperature Dependency. HICSS (2020)
Ignacio Losada Carreno, Raksha Ramakrishna, Anna Scaglione, Daniel B. Arnold, Ciaran M. Roberts, Sy-Toan Ngo, Sean Peisert, David Pinney
SoDa: An Irradiance-Based Synthetic Solar Data Generation Tool. SmartGridComm (2020)
Raksha Ramakrishna, Nurullah Karakoç, Kari Hreinsson, Anna Scaglione
Federating Solar, Storage and Communications in the Electric Grid and Internet of things. ICASSP (2020)
Mahdi Jamei, Raksha Ramakrishna, Teklemariam Tesfay, Reinhard Gentz, Ciaran M. Roberts, Anna Scaglione, Sean Peisert
Phasor Measurement Units Optimal Placement and Performance Limits for Fault Localization. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Waheed U. Bajwa, Volkan Cevher, Dimitris S. Papailiopoulos, Anna Scaglione
Machine Learning From Distributed, Streaming Data [From the Guest Editors]. IEEE Signal Process. Mag. 37 (3) (2020)
Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie
Blind Community Detection From Low-Rank Excitations of a Graph Filter. IEEE Trans. Signal Process. 68 (2020)
Hoi-To Wai, Wei Shi, César A. Uribe, Angelia Nedic, Anna Scaglione
Accelerating incremental gradient optimization with curvature information. Comput. Optim. Appl. 76 (2) (2020)
Nurullah Karakoç, Anna Scaglione, Angelia Nedic, Martin Reisslein
Multi-Layer Decomposition of Network Utility Maximization Problems. IEEE/ACM Trans. Netw. 28 (5) (2020)
Shammya Shananda Saha, Christopher Gorog, Adam Moser, Anna Scaglione, Nathan G. Johnson
Integrating Hardware Security into a Blockchain-Based Transactive Energy Platform. CoRR (2020)
Shammya Shananda Saha, Daniel Arnold, Anna Scaglione, Eran Schweitzer, Ciaran M. Roberts, Sean Peisert, Nathan G. Johnson
Lyapunov Stability of Smart Inverters Using Linearized DistFlow Approximation. CoRR (2020)
Raksha Ramakrishna, Hoi-To Wai, Anna Scaglione
A User Guide to Low-Pass Graph Signal Processing and Its Applications: Tools and Applications. IEEE Signal Process. Mag. 37 (6) (2020)
Shammya Saha, Nikhil Ravi, Kari Hreinsson, Jaejong Baek, Anna Scaglione, Nathan G. Johnson
A Secure Distributed Ledger for Transactive Energy: The Electron Volt Exchange (EVE) Blockchain. CoRR (2020)
Ciaran M. Roberts, Anna Scaglione, Mahdi Jamei, Reinhard Gentz, Sean Peisert, Emma M. Stewart, Chuck McParland, Alex McEachern, Daniel B. Arnold
Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security. IEEE Trans. Smart Grid 11 (1) (2020)
Raksha Ramakrishna, Anna Scaglione
A Bayesian lower bound for parameters with bounded support priors. CISS (2020)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Sean Peisert, Daniel B. Arnold, Shammya Saha, Anna Scaglione, Nathan G. Johnson, Anton Kocheturov, Dmitriy Fradkin
Deep Reinforcement Learning for DER Cyber-Attack Mitigation. SmartGridComm (2020)
Ciaran M. Roberts, Sy-Toan Ngo, Alexandre Milesi, Sean Peisert, Daniel B. Arnold, Shammya Saha, Anna Scaglione, Nathan G. Johnson, Anton Kocheturov, Dmitriy Fradkin
Deep Reinforcement Learning for DER Cyber-Attack Mitigation. CoRR (2020)
Ruiyuan Wu, Anna Scaglione, Hoi-To Wai, Nurullah Karakoç, Kari Hreinsson, Wing-Kin Ma
Federated Block Coordinate Descent Scheme for Learning Global and Personalized Models. CoRR (2020)
Nurullah Karakoç, Anna Scaglione
Federated Network Utility Maximization. PerCom Workshops (2020)
Raksha Ramakrishna, Anna Scaglione, Andreas Spanias, Cihan Tepedelenlioglu
Distributed Bayesian Estimation with Low-rank Data: Application to Solar Array Processing. ICASSP (2019)
Hoi-To Wai, Yonina C. Eldar, Asuman E. Ozdaglar, Anna Scaglione
Community Inference from Graph Signals with Hidden Nodes. ICASSP (2019)
Ignacio Losada Carreno, Anna Scaglione, Anatoly Zlotnik, Deepjyoti Deka, Kaarthik Sundar
An Adversarial Model for Attack Vector Vulnerability Analysis on Power and Gas Delivery Operations. CoRR (2019)
Mahnoosh Alizadeh, Hoi-To Wai, Andrea Goldsmith, Anna Scaglione
Retail and Wholesale Electricity Pricing Considering Electric Vehicle Mobility. IEEE Trans. Control. Netw. Syst. 6 (1) (2019)
Shammya Shananda Saha, Eran Schweitzer, Anna Scaglione, Nathan G. Johnson
A Framework for Generating Synthetic Distribution Feeders using OpenStreetMap. CoRR (2019)
Raksha Ramakrishna, Anna Scaglione
Detection of False Data Injection Attack Using Graph Signal Processing for the Power Grid. GlobalSIP (2019)
Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem
Joint Network Topology and Dynamics Recovery From Perturbed Stationary Points. IEEE Trans. Signal Process. 67 (17) (2019)
Sissi Xiaoxiao Wu, Anna Scaglione, Louis Scharf
Decentralized Array Processing with Application to Cooperative Passive Radar. CAMSAP (2019)
Raksha Ramakrishna, Anna Scaglione
On Modeling Voltage Phasor Measurements as Graph Signals. DSW (2019)
Raksha Ramakrishna, Anna Scaglione, Vijay Vittal, Emiliano Dall'Anese, Andrey Bernstein
A Model for Joint Probabilistic Forecast of Solar Photovoltaic Power and Outdoor Temperature. IEEE Trans. Signal Process. 67 (24) (2019)
Nikhil Ravi, Anna Scaglione
Detection and Isolation of Adversaries in Decentralized Optimization for Non-Strongly Convex Objectives. CoRR (2019)
Nikhil Ravi, Anna Scaglione, Angelia Nedic
A Case of Distributed Optimization in Adversarial Environment. ICASSP (2019)
Or Ohev Shalom, Amir Leshem, Anna Scaglione
Localization of Data Injection Attacks on Distributed M-Estimation. DSW (2019)
Anna Scaglione
Independence [Humor]. IEEE Signal Process. Mag. 35 (3) (2018)
Mahdi Jamei, Anna Scaglione, Sean Peisert
Low-Resolution Fault Localization Using Phasor Measurement Units with Community Detection. SmartGridComm (2018)
Sissi Xiaoxiao Wu, Hoi-To Wai, Lin Li, Anna Scaglione
A Review of Distributed Algorithms for Principal Component Analysis. Proc. IEEE 106 (8) (2018)
Amir Leshem, Anna Scaglione
The Impact of Random Actions on Opinion Dynamics. IEEE Trans. Signal Inf. Process. over Networks 4 (3) (2018)
Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie
Community Detection from Low-Rank Excitations of a Graph Filter. ICASSP (2018)
Anna Scaglione, Rashka Ramakrishna
Extreme Whitening [Humor]. IEEE Signal Process. Mag. 35 (4) (2018)
Nurullah Karakoç, Anna Scaglione, Angelia Nedic
Multi-layer Decomposition of Optimal Resource Sharing Problems. CDC (2018)
Anna Scaglione
Cartoon. IEEE Signal Process. Mag. 35 (2) (2018)
Hoi-To Wai, Anna Scaglione, Baruch Barzel, Amir Leshem
Network Inference from Complex Systems Steady States Observations: Theory and Methods. DSW (2018)
Raksha Ramakrishna, Andrey Bernstein, Emiliano Dall'Anese, Anna Scaglione
Joint Probabilistic Forecasts of Temperature and Solar Irradiance. ICASSP (2018)
Lorenzo Ferrari, Anna Scaglione
An Active Sequential Xampling Detector for Spectrum Sensing. IEEE Trans. Cogn. Commun. Netw. 4 (2) (2018)
Nikhil Ravi, Raksha Ramakrishna, Hoi-To Wai, Anna Scaglione
Network Inference and its Application to the Estimation of Crowd Dynamics from IoT Sensors. SPAWC (2018)
Marko Angjelichinoski, Anna Scaglione, Petar Popovski, Cedomir Stefanovic
Decentralized DC Microgrid Monitoring and Optimization via Primary Control Perturbations. IEEE Trans. Signal Process. 66 (12) (2018)
Hoi-To Wai, Nikolaos M. Freris, Angelia Nedic, Anna Scaglione
SUCAG: Stochastic Unbiased Curvature-aided Gradient Method for Distributed Optimization. CDC (2018)
Hoi-To Wai, Asuman E. Ozdaglar, Anna Scaglione
Identifying Susceptible Agents in Time Varying Opinion Dynamics Through Compressive Measurements. ICASSP (2018)
Prateek Shantharama, Akhilesh S. Thyagaturu, Nurullah Karakoç, Lorenzo Ferrari, Martin Reisslein, Anna Scaglione
LayBack: SDN Management of Multi-Access Edge Computing (MEC) for Network Access Services and Radio Resource Sharing. IEEE Access 6 (2018)
Eran Schweitzer, Anna Scaglione, Kory Hedman
Assignment of Electrical Properties to Power Grid Topologies. HICSS (2018)
Teklemariam Tesfay, Mahdi Jamei, Anna Scaglione, Mojdeh Khorsand, Kory Hedman, Rida Bazzi
AVAIL: Assured Volt-Ampère Information Ledger. SmartGridComm (2018)
Sissi Xiaoxiao Wu, Hoi-To Wai, Anna Scaglione, Angelia Nedic, Amir Leshem
Data Injection Attack on Decentralized Optimization. ICASSP (2018)
Mahdi Jamei, Anna Scaglione, Sean Peisert
Low-Resolution Fault Localization Using Phasor Measurement Units with Community Detection. CoRR (2018)
Gangqiang Li, Sissi Xiaoxiao Wu, Shengli Zhang, Hoi-To Wai, Anna Scaglione
Detecting and Localizing Adversarial Nodes Usig Neural Networks. SPAWC (2018)
Lorenzo Ferrari, Nurullah Karakoç, Anna Scaglione, Martin Reisslein, Akhilesh S. Thyagaturu
Layered Cooperative Resource Sharing at a Wireless SDN Backhaul. ICC Workshops (2018)
Sissi Xiaoxiao Wu, Hoi-To Wai, Anna Scaglione
Estimating Social Opinion Dynamics Models From Voting Records. IEEE Trans. Signal Process. 66 (16) (2018)
Hoi-To Wai, Santiago Segarra, Asuman E. Ozdaglar, Anna Scaglione, Ali Jadbabaie
Blind Community Detection from Low-rank Excitations of a Graph Filter. CoRR (2018)
Lorenzo Ferrari, Qing Zhao, Anna Scaglione
Utility Maximizing Sequential Sensing Over a Finite Horizon. CoRR (2017)
Mahnoosh Alizadeh, Hoi-To Wai, Andrea J. Goldsmith, Anna Scaglione
Marginal charging station pricing in an intelligent electric transportation system. ACC (2017)
Lorenzo Ferrari, Qing Zhao, Anna Scaglione
Utility Maximizing Sequential Sensing Over a Finite Horizon. IEEE Trans. Signal Process. 65 (13) (2017)
Eran Schweitzer, Anna Scaglione, Antonello Monti, Giuliano Andrea Pagani
Automated Generation Algorithm for Synthetic Medium Voltage Radial Distribution Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 7 (2) (2017)
Mahnoosh Alizadeh, Hoi-To Wai, Andrea J. Goldsmith, Anna Scaglione
Optimal Electricity Pricing for Societal Infrastructure Systems. HICSS (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anna Scaglione