136 citations · 236 across the 23 of their papers we have counts for
10 papers · 1 filter
A Provably Convergent Information Bottleneck Solution via ADMM
Teng-Hui Huang, Aly El Gamal
The Information bottleneck (IB) method enables optimizing over the trade-off between compression of data and prediction accuracy of learned representations, and has successfully an…
A Number Theoretic Approach for Fast Discovery of Single-Hop Wireless Networks
Tolunay Seyfi, Ahmed P. Mohamed, Aly El Gamal
Interference management has become a key factor in regulating transmissions in wireless communication networks. To support effective interference management schemes, it can be esse…
Wyner's Network on Caches: Combining Receiver Caching with a Flexible Backhaul
Eleftherios Lampiris, Aly El Gamal, Petros Elia
In this work, we study a large linear interference network with an equal number of transmitters and receivers, where each transmitter is connected to two subsequent receivers. Each…
Towards Jointly Optimal Placement and Delivery: To Code or Not to Code in Wireless Caching Networks
Yousef AlHassoun, Faisal Alotaibi, Aly El Gamal +1
Coded caching techniques have received significant attention lately due to their provable gains in reducing the cost of data delivery in wireless networks. These gains, however, ha…
Joint Uplink-Downlink Cooperative Interference Management with Flexible Cell Associations
Manik Singhal, Tolunay Seyfi, Aly El Gamal
We study information theoretic models of interference networks that consist of K Base Station (BS) - Mobile Terminal (MT) pairs. Each BS is connected to the MT carrying the same in…
A Blockchain Example for Cooperative Interference Management
Aly El Gamal, Hesham El Gamal
We present an example where a distributed coordinated protocol supported by a blockchain-enabled monetary mechanism leads to achieving optimal information theoretic degrees of free…