EPFL
Lausanne, VD, Switzerland
The Machine Learning and Optimization lab of EPFL lead by Prof. Martin Jaggi performs research algorithms and applications of machine learning. Algorithms from our lab have become state-of-the-art for federated learning as well as communication efficient decentralized deep learning. Our developed open source software and algorithms have found numerous applications in industry and academic use. For example, an algorithm developed by our lab was recently integrated into PyTorch, the most prominent popular deep learning software, as the default method for communication compression for distributed training. As one of the highest-ranked technology institutes internationally, EPFL offers a thriving intellectual environment and outstanding facilities. It is located in Lausanne, a beautiful and culturally active city on the shores of Lake Geneva close to the Swiss and French Alps. Tune Insight SA (https://tuneinsight.com) is an EPFL startup that spun off from the EPFL Laboratory for...