EDIC Course book

Lecturers, credits, course availability in the lists below given as indications only. Please refer to the relevant study plans on the official course pages.

Depth Courses

Reference Title Faculty #credits 2020-2021 Semester
COM-417 Advanced probability and applications Lévêque 6 yes spring
COM-514 Mathematical foundations of signal processing Bejar Haro, Simeoni 6 yes fall
CS-430 Intelligent agents Faltings 6 yes fall
CS-433 Machine learning Jaggi, Flammarion 7 yes fall
CS-450 Advanced algorithms Kapralov 7 yes spring
Reference Title Faculty #credits 2020-2021 Semester
COM-402 Information security and privacy Hubaux, Oeschlin 6 yes fall
COM-503 Performance evaluation Le Boudec 7 yes spring
CS-422 Database systems Ailamaki 7 yes spring
CS-471 Advanced multiprocessor architecture Falsafi 6 no fall
CS-472 Design technologies for integrated systems De Micheli 6 yes fall
CS-522 Principles of computer systems Argyraki, Candea 7 yes fall
Reference Title Faculty #credits 2020-2021 Semester
CS-450 Advanced algorithms Kapralov 7 yes spring
CS-451 Distributed algorithms Guerraoui 6 yes fall
CS-550 Formal verification Kuncak 6 yes fall
COM-401 Cryptography and security Vaudenay 7 yes fall
COM-404 Information theory and coding Telatar 7 yes fall
COM-406 Foundations of Data Science (Information theory and signal processing) Urbanke 6 yes fall
COM-417 Advanced probability and applications Lévêque 6 yes spring
COM-514 Mathematical foundations of signal processing Bejar Haro, Simeoni 6 yes fall

Breadth Courses

Reference Title Faculty #credits 2020-2021 Semester
BIO-465 Biological modeling of neural networks Gerstner 4 yes spring
COM-417 Advanced probability and applications Lévêque 6 yes spring
COM-480 Data visualization Vuillon 4 yes spring
COM-490 Lab in data science Bouillet, Delgado Borda, Sarni, Verscheure 4 yes spring
COM-514 Mathematical foundations of signal processing Bejar Haro, Simeoni 6 yes fall
CS-401 Applied data analysis West 6 yes fall
CS-411 Digital education and learning analytics Dillenbourg, Jermann 4 yes fall
CS-413 Computational photography Süsstrunk 5 yes spring
CS-421 Machine learning for behavioral data Käser 4 yes spring
CS-430 Intelligent agents Faltings 6 yes fall
CS-431 Introduction to natural language processing Chappelier, Rajman 4 yes fall
CS-433 Machine learning Jaggi, Flammarion 7 yes fall
CS-439 Optimization for machine learning Jaggi, Flammarion 5 yes spring
CS-440 Advanced computer graphics Jakob 6 yes spring
CS-442 Computer vision Fua 4 yes spring
CS-444 Virtual reality Boulic 4 yes spring
CS-446 Digital 3D geometry processing Pauly 5 no fall
CS-449 Systems for data science Kermarrec 6 yes spring
CS-450 Advanced algorithms Kapralov 7 yes spring
CS-456 Artificial neural networks Gerstner 5 yes spring
CS-486 Interaction Design Pu Faltings 4 yes spring
CS-489 Experience design Huang 6 yes fall
CS-526 Learning theory Macris, Urbanke 4 yes spring
EE-451 Image analysis and pattern recognition Thiran, J.-P. 4 yes spring
EE-512 Biomedical signal processing Vesin 6 yes fall
EE-556 Mathematics of data: from theory to computation Cevher 5 yes fall
EE-559 Deep learning Fleuret 4 yes spring
EE-612 Fundamentals in statistical pattern recognition Anjos, Marcel 4 no spring
EE-613 Machine learning for engineers Calinon, Fleuret, Odobez 4 no fall
EE-724 Human language technology: applications to information access Popescu-Belis 4 no fall
DH-500 Computational social media Gatica-Perez 4 yes spring
MATH-412 Statistical machine learning Obozinski 5 yes fall
MATH-493 Applied biostatistics Goldstein 5 yes spring
MICRO-455 Applied machine learning Billard 4 yes fall
MICRO-570 Advanced machine learning Billard 4 yes spring
Reference Title Faculty #credits 2020-2021 Semester
COM-402 Information security and privacy Hubaux, Oeschlin 6 yes fall
COM-407 TCP/IP Networking Le Boudec 6 yes fall
COM-430 Modern digital communications: a hands-on approach Rimoldi 6 yes fall
COM-503 Performance evaluation Le Boudec 7 yes spring
CS-410 Technology ventures in IC Bugnion 4 no spring
CS-412 Software security Payer 6 yes spring
CS-420 Advanced compiler construction Schinz 4 yes spring
CS-422 Database systems Ailamaki 7 yes spring
CS-423 Distributed information systems Aberer 4 yes fall
CS-438 Decentralized systems engineering Ford 6 yes fall
CS-440 Advanced computer graphics Jakob 6 yes spring
CS-470 Advanced computer architecture Ienne 6 yes spring
CS-471 Advanced multiprocessor architecture Falsafi 6 no fall
CS-472 Design technologies for integrated systems De Micheli 6 yes fall
CS-473 Embedded systems Beuchat 4 yes fall
CS-476 Real-time embedded systems Beuchat 4 yes spring
CS-491 Enterprise and service-oriented architecture Wegmann 6 yes spring
CS-522 Principles of computer systems Argyraki, Candea 7 yes fall
CS-523 Advanced topics on privacy enhancing technologies Troncoso 7 yes spring
EE-472 Smart grid technologies Le Boudec, Paolone 5 yes spring
EE-733 Design and Optimization of Internet-of-Things Systems Aminian, Atienza, Burg 4 yes fall
ENG-466 Distributed intelligent systems Martinoli 5 yes spring
MATH-454 Parallel and high-performance computing tbc 4 yes spring
Reference Title Faculty #credits 2020-2021 Semester
COM-401 Cryptography and security Vaudenay 7 yes fall
COM-404 Information theory and coding Telatar 7 yes fall
COM-405 Mobile networks Hubaux 4 yes spring
COM-406 Foundations of Data Science (Information theory and signal processing) Urbanke 6 yes fall
COM-417 Advanced probability and applications Lévêque 6 yes spring
COM-500 Statistical signal and data processing through applications Ridolfi 6 yes spring
COM-501 Advanced cryptography Vaudenay 4 yes spring
COM-502 Dynamical system theory for engineers Thiran, P. 4 yes fall
COM-512 Networks out of control Thiran, P., Grossglauser 4 no spring
COM-514 Mathematical foundations of signal processing Bejar Haro, Simeoni 6 yes fall
COM-516 Markov chains and algorithmic applications Lévêque, Macris 4 yes fall
COM-611 Quantum information theory and computation Macris 4 no spring
COM-712 Statistical physics for communication and computer science Macris, Urbanke 4 no spring
CS-448 Sublinear algorithms for big data analysis Kapralov 4 no spring
CS-450 Advanced algorithms Svensson 7 yes spring
CS-451 Distributed algorithms Guerraoui 6 yes fall
CS-452 Foundations of software Odersky 4 yes fall
CS-453 Concurrent algorithms Guerraoui 5 yes fall
CS-455 Topics in theoretical computer science Kapralov 4 yes fall
CS-524 Computational complexity Svensson 4 no fall
CS-550 Formal verification Kuncak 6 yes fall
MATH-403 Low-rank approximation techniques Kressner 5 yes fall
MATH-413 Statistics for data science Olhede 6 yes fall
MATH-441 Robust and nonparametric statistics Morgenthaler 5 no spring
MATH-442 Statistical theory Koch, E. 5 yes fall
MATH-447 Risk, rare events and extremes Davison 5 yes fall
MATH-453 Computational linear algebra Kressner 5 yes spring
MATH-455 Combinatorial statistics Abbé 5 yes fall
MATH-467 Probabilistic method om combinatorics Marcus 5 yes fall
MATH-483 Gödel and recursivity Duparc 5 yes fall
MATH-486 Statistical mechanics & Gibbs measures Friedli 5 yes spring
MATH-489 Number theory in cryptography tbc 5 yes spring
EE-566 Adaptation and learning Sayed 4 yes spring

Doctoral Courses

Reference Title Faculty #credits 2020-2021 Semester
COM-621 Advanced Topics in Information Theory Gastpar 2 yes spring
COM-622 Topics in Information Theoretic Cryptography Shekl 2 yes fall
CS-605 Computational and statistical learning theory Srebro 3 yes fall
CS-702 Topics in machine learning for education Käser 2 yes fall
CS-721 Privacy at the communication layer Troncoso 2 no spring
CS-723 Topics in machine learning systems Falsafi, Kermarrec, Jaggi 3 yes fall
CS-724 Advanced logic synthesis and quantum computing De Micheli, Soeken 2 no spring
CS-725 Topics in language-based software security Payer 2 no fall
CS-726 Machine learning for database systems Ailamaki, Koch 2 no fall
CS-727 (previously CS-718) Topics in computational social science West 2 yes spring
CS-728 (previously CS-712) Topics on datacenter design Falsafi, Kermarrec tbc no spring
ENG-704 EECS seminar: Advanced topics in machine learning Cevher, Faltings, Frossard, Jaggi, Sayed, West 2 yes spring
CS-803 Numerical modelling for applied superconductivity Dutoit 2   summer 2021