Concept
Logiciel
Publications associées (193)
Robust Collaborative Learning with Linear Gradient Overhead
Rachid Guerraoui, Nirupam Gupta, John Stephan, Sadegh Farhadkhani, Le Nguyen Hoang, Rafaël Benjamin Pinot
Collaborative learning algorithms, such as distributed SGD (or D-SGD), are prone to faulty machines that may deviate from their prescribed algorithm because of software or hardware bugs, poisoned data or malicious behaviors. While many solutions have been ...
PLMR2023Sustainability and Ethicality are Peripheral to Students’ Software Design
Bryan Alexander Ford, Siara Ruth Isaac, Pierluca Borsò, Aditi Kothiyal
The conceptual design phase is a fascinating moment to observe how a design task is interpreted, as the (often implicit) relative importance students accord to the various requirements and constraints offers a window into the thinking underpinning their de ...
2023