Teng-Hui Huang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Unsupervised Learning

Douglas Rachford Splitting

Information Bottleneck

Top Venues

IEEE Trans. Inf. Theory

Publications

Teng-Hui Huang, Hesham El Gamal
An Efficient Difference-of-Convex Solver for Privacy Funnel. ISIT (Workshops) (2024)
Teng-Hui Huang, Hesham El Gamal
An Efficient Difference-of-Convex Solver for Privacy Funnel. CoRR (2024)
Teng-Hui Huang, Hesham El Gamal
Efficient Solvers for Wyner Common Information with Application to Multi-Modal Clustering. CoRR (2024)
Teng-Hui Huang, Hesham El Gamal
Efficient Alternating Minimization Solvers for Wyner Multi-View Unsupervised Learning. CoRR (2023)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. IEEE Trans. Inf. Theory 69 (5) (2023)
Teng-Hui Huang, Akshay Malhotra, Shahab Hamidi-Rad
A Deep Learning Method for Joint Compression and Unsupervised Denoising of CSI Feedback. ICC (2023)
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting. CoRR (2023)
Teng-Hui Huang, Thilini Dahanayaka, Kanchana Thilakarathna, Philip H. W. Leong, Hesham El Gamal
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting. GLOBECOM (2023)
Teng-Hui Huang, Hesham El Gamal
Efficient Alternating Minimization Solvers for Wyner Multi-View Unsupervised Learning. ISIT (2023)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems. CoRR (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
On The Multi-View Information Bottleneck Representation. ITW (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
Efficient Multi-View Learning Based on the Information Bottleneck Paradigm. IEEECONF (2022)
Teng-Hui Huang, Aly El Gamal, Hesham El Gamal
On the Multi-View Information Bottleneck Representation. CoRR (2022)
Teng-Hui Huang, Aly El Gamal
A Provably Convergent Information Bottleneck Solution via ADMM. CoRR (2021)
Teng-Hui Huang, Aly El Gamal
A Provably Convergent Information Bottleneck Solution via ADMM. ISIT (2021)