On the multi-view information bottleneck representation TH Huang, A El Gamal, H El Gamal 2022 IEEE Information Theory Workshop (ITW), 37-42, 2022 | 9 | 2022 |
A provably convergent information bottleneck solution via ADMM TH Huang, A El Gamal 2021 IEEE International Symposium on Information Theory (ISIT), 43-48, 2021 | 7 | 2021 |
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems TH Huang, A El Gamal, H El Gamal IEEE Transactions on Information Theory, 2022 | 6 | 2022 |
An efficient difference-of-convex solver for privacy funnel TH Huang, H El Gamal 2024 IEEE International Symposium on Information Theory Workshops (ISIT-W), 1-6, 2024 | 3 | 2024 |
The wyner variational autoencoder for unsupervised multi-layer wireless fingerprinting TH Huang, T Dahanayaka, K Thilakarathna, PHW Leong, H El Gamal GLOBECOM 2023-2023 IEEE Global Communications Conference, 820-825, 2023 | 3 | 2023 |
Efficient alternating minimization solvers for wyner multi-view unsupervised learning TH Huang, H El Gamal 2023 IEEE International Symposium on Information Theory (ISIT), 707-712, 2023 | 2 | 2023 |
Efficient Solvers for Wyner Common Information with Application to Multi-Modal Clustering TH Huang, HE Gamal arXiv preprint arXiv:2402.14266, 2024 | 1 | 2024 |
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm TH Huang, A El Gamal, H El Gamal 2022 56th Asilomar Conference on Signals, Systems, and Computers, 1393-1397, 2022 | 1 | 2022 |
A Deep Learning Method for Joint Compression and Unsupervised Denoising of CSI Feedback TH Huang, A Malhotra, S Hamidi-Rad ICC 2023-IEEE International Conference on Communications, 4150-4156, 2023 | | 2023 |
On Non-Convex Splitting Methods For Markovian Information Theoretic Representation Learning TH Huang Purdue University Graduate School, 2022 | | 2022 |