855 citations · 3.9k across the 142 of their papers we have counts for
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A Unified Coding Framework for Distributed Computing with Straggling Servers
Songze Li, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We propose a unified coded framework for distributed computing with straggling servers, by introducing a tradeoff between "latency of computation" and "load of communication" for s…
The Exact Rate-Memory Tradeoff for Caching with Uncoded Prefetching
Qian Yu, Mohammad Ali Maddah-Ali, A. Salman Avestimehr
We consider a basic cache network, in which a single server is connected to multiple users via a shared bottleneck link. The server has a database of files (content). Each user has…
A Scalable Framework for Wireless Distributed Computing
Songze Li, Qian Yu, Mohammad Ali Maddah-Ali +1
We consider a wireless distributed computing system, in which multiple mobile users, connected wirelessly through an access point, collaborate to perform a computation task. In par…
Active Learning On Weighted Graphs Using Adaptive And Non-adaptive Approaches
Eyal En Gad, Akshay Gadde, A. Salman Avestimehr +1
This paper studies graph-based active learning, where the goal is to reconstruct a binary signal defined on the nodes of a weighted graph, by sampling it on a small subset of the n…
Active Learning for Community Detection in Stochastic Block Models
Akshay Gadde, Eyal En Gad, Salman Avestimehr +1
The stochastic block model (SBM) is an important generative model for random graphs in network science and machine learning, useful for benchmarking community detection (or cluster…
Topological Interference Management with Reconfigurable Antennas
Heecheol Yang, Navid Naderializadeh, Amir Salman Avestimehr +1
We study the symmetric degrees-of-freedom (DoF) of partially connected interference networks under linear coding strategies at transmitters without channel state information beyond…