Luis Salamanca Miño: Catalogue data in Autumn Semester 2023

Name Dr. Luis Salamanca Miño
Address
Swiss Data Science Center (SDSC)
ETH Zürich, OAT W 29
Andreasstrasse 5
8092 Zürich
SWITZERLAND
E-mailluis.salamanca@sdsc.ethz.ch
DepartmentComputer Science
RelationshipLecturer

NumberTitleECTSHoursLecturers
252-4811-00LMachine Learning Seminar Restricted registration - show details
The deadline for deregistering expires at the end of the second week of the semester. Students who are still registered after that date, but do not attend the seminar, will officially fail the seminar.
2 credits2SV. Boeva, E. Krymova, L. Salamanca Miño
AbstractSeminal and recent papers in machine learning are presented and discussed.
ObjectiveThe seminar familiarizes students with advanced and recent ideas in machine learning. Original articles have to be presented, contexctualized, and critically reviewed. The students will learn how to structure a scientific presentation in English which covers the key ideas of a scientific paper.
ContentThe seminar will cover a number of recent papers which have emerged as important contributions in the machine learning research community. The topics will vary from year to year but they are centered on methodological issues in machine learning like new learning algorithms, ensemble methods or new statistical models for machine learning applications.
LiteratureThe papers will be presented and allocated in the first session of the seminar.
Prerequisites / NoticeBasic knowledge of machine learning as taught in undergraduate courses such as "252-0220-00 Introduction to Machine Learning" are required.