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Do you want to dive into the exciting field of distributed machine learning with a special focus on privacy/security? This research topic is going to shake up how we understand and apply machine learning, with the aim of creating safer and more private solutions in an increasingly digitized world. Successful applicants will have the opportunity to explore and contribute to groundbreaking research questions.
Section: Publications & Resources
Publication: IEEE Transactions on Signal Processing
In this manuscript, we propose to use a variational autoencoder-based framework for parameterizing a conditional linear minimum mean squared error estimator. The variational autoencoder models the underlying unknown data distribution as conditionally Gaussian, yielding the conditional first and second moments of the estimand, given a noisy observation.
Section: Publications & Resources
This paper investigates the probability-guaranteed distributed H∞ filtering problem for stochastic time-varying systems over sensor networks. The measurements from sensing nodes are sampled nonuniformly before being received by filters and the sampling processes are modeled by a set of Markov chains.
Section: Community & Involvement
IEEE SPS Sp
Section: Community & Involvement
IEEE Signal Processing Cup at IEEE ICASSP 2024
ROBOVOX: Far-Field Speaker Recognition by a Mobile Robot
IEEE ICASSP 2024 Website | Monday, 15 April 2024 | 2024 SP Cup Official Document
[Sponsored by the MathWorks and IEEE Signal Processing Society]
Section: Community & Involvement
IEEE Video and Image Processing Cup
The Video and Image Processing Cup (VIP Cup) competition encourages teams of students to work together to solve real-world problems using video and image processing methods and techniques. Three final teams are chosen to present their work during ICIP to compete for the US$5,000 grand prize!
Section: Community & Involvement
IEEE VIP Cup 2023 at IEEE ICIP 2023
IEEE SPS VIP Cup at ICIP 2023
IEEE SPS VIP Cup 2023: Ophthalmic Biomarker Detection
IEEE ICIP 2023 Website | Sunday, 8 October 2023 | VIP Cup 2023 Website
[Sponsored by the IEEE Signal Processing Society]
Section: Our Story
Federal University of Rio de Janeiro
Rio de Janeiro, Brazil
Section: Our Story
University of Southern California
Los Angeles, CA, USA
Section: Our Story
MIT Lincoln Laboratory
Lexington, MA, USA
