Physics of Computation - prof. Lenka Zdeborova | Guest Lecture | Fyziklani 2022 скачать в хорошем качестве

Physics of Computation - prof. Lenka Zdeborova | Guest Lecture | Fyziklani 2022

Guest lecture at Fyziklani 2022 given by prof. Lenka Zdeborova from EPFL (Swiss Federal Institute of Technology Lausanne) Abstract: Algorithms are an indispensable tool behind many modern technologies. Many widely used algorithms, e.g. those used in machine learning when training artificial neural networks, are surrounded by mysteries and open questions. Our understanding of which practical problems are solvable with computers is still in its infancy. Physics gives us tools to unveil some of those mysteries and discover better algorithms. Phase transitions such as water freezing or evaporating play a key role in this adventure. If you want to know how physics is used in the domain of computer science and machine learning, come to listen. More info at our web pages fyziklani.org