2 citations · 3 across the 4 of their papers we have counts for
6 papers
Differential Privacy for Class-based Data: A Practical Gaussian Mechanism
Raksha Ramakrishna, Anna Scaglione, Tong Wu +2
In this paper, we present a notion of differential privacy (DP) for data that comes from different classes. Here, the class-membership is private information that needs to be prote…
Solar Photovoltaic Systems Metadata Inference and Differentially Private Publication
Nikhil Ravi, Anna Scaglione, Julieta Giraldez +3
Stakeholders in electricity delivery infrastructure are amassing data about their system demand, use, and operations. Still, they are reluctant to share them, as even sharing aggre…
RIDS: Robust Identification of Sparse Gene Regulatory Networks from Perturbation Experiments
Hoi-To Wai, Anna Scaglione, Uzi Harush +2
Reconstructing the causal network in a complex dynamical system plays a crucial role in many applications, from sub-cellular biology to economic systems. Here we focus on inferring…
Dynamic Formulation for Multistage Stochastic Unit Commitment Problem
Bita Analui, Anna Scaglione
As net-load becomes less predictable there is a lot of pressure in changing decision models for power markets such that they account explicitly for future scenarios in making commi…
Generation bidding game with flexible demand
Yuquan Shan, Jayaram Raghuram, George Kesidis +5
For a simple model of price-responsive demand, we consider a deregulated electricity marketplace wherein the grid (ISO, retailer-distributor) accepts bids per-unit supply from gene…
GPS Signal Acquisition via Compressive Multichannel Sampling
Xiao Li, Andrea Rueetschi, Yonina C. Eldar +1
In this paper, we propose an efficient acquisition scheme for GPS receivers. It is shown that GPS signals can be effectively sampled and detected using a bank of randomized correla…