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What are the best MSc programs for studying ML in Europe? Thanks!

asked Jan 17 '11 at 11:44

Vadim%20Kantorov's gravatar image

Vadim Kantorov
61133


9 Answers:

There are many world-class researchers in ML in Europe. Which subarea of ML are you interested in? I suggest you search through the accepted papers list of recent JMLR, NIPS, and ICML and see if, for any paper that catches your eye, the authors are in europe.

answered Jan 17 '11 at 15:05

Alexandre%20Passos's gravatar image

Alexandre Passos ♦
2554154278421

Edinburgh has a great MSc program, and I would also recommend it for a PhD.

answered Jan 18 '11 at 02:21

Noel%20Welsh's gravatar image

Noel Welsh
72631023

I guess that for a MSc is ok pretty much in any place, for a PhD I would recomend Cambridge or Imperial College of London (they each have a number of great laboratories)

answered Jan 17 '11 at 21:51

Leon%20Palafox's gravatar image

Leon Palafox ♦
40857194128

1

In England, there is also an MSc programme in Computational Statistics and Machine Learning at UCL: http://www.csml.ucl.ac.uk/courses/msc_csml/

(Feb 17 '11 at 09:16) zeno

+1 for UCL. David Barber seems like a pretty good adviser judging from the style of his book BRML.

(Jul 25 '13 at 04:45) lightalchemist

In Germany, I can recommend University of Freiburg's CS department. Computer science teaching is a bit more theoretical there than at other places, which is a good thing. Almost all groups lean towards ML/pattern recognition, AI, robotics, and logic, so you have plenty of interesting classes to pick from.

Most advanced teaching is in English, and they offer a research-oriented MSc program.

PS: I am biased, I studied there ...


There is a good ML group at TU Berlin, which offers many classes in this area, so maybe doing a MSc in CS and picking their courses may be a good idea.


Of course, there are many more good places in Europe, some were already mentioned here.

answered Jan 18 '11 at 05:53

zeno's gravatar image

zeno
2111510

1

Actually I am just about to finish with my MSc at Freiburg University. It's definitely a good place to study in general. In terms of CS, there are plenty of courses to choose from, in pattern recognition, ML, robotics, graphics and visualization. Also the good thing is that you can also get to work on something real as a student job, and learn even more. There are plenty of student jobs. I worked for the pattern recognition chair, and got to work on a library for SVMs.

(Jan 18 '11 at 12:31) Oliver Mitevski

I can recommend Jacobs University Bremen the smart systems program. It's one of the best in Germany, I've seen some rankings. I've taken a couple of courses with Professor Herbert Jaeger and can tell you he is really good, so you can learn quite a lot there.

answered Jan 17 '11 at 14:21

Oliver%20Mitevski's gravatar image

Oliver Mitevski
872173144

+1 for Prof. Jaeger - I did my BSc "thesis" with him back in the day.

(Jan 18 '11 at 12:33) Dumitru Erhan

really... Me too, I did my BSc thesis on his echo state networks. You worked with those too? I took pretty much all courses he offered in those 3 year.

(Jan 18 '11 at 13:15) Oliver Mitevski

Yup, ESNs as well. I finished in 2004 though :)

(Jan 18 '11 at 13:17) Dumitru Erhan

You should also consider ETH Zurich, they have strong groups in both machine learning and vision (and ETHZ is a very respected institution worldwide).

answered Feb 20 '11 at 23:10

neurophreak's gravatar image

neurophreak
16112

I would choose Ecole Polytechnique Fédérale de Lausanne, more specifically Courtine Lab for neuro-rehabilitation. But there are also other great projects on machine learning+neuroscience at EPFL. Another option, for more applied sciences would be the universities involved on the Asterics project, such as University of Applied Sciences Technikum Wien.

Note that my suggestions are on machine learning for some sort of rehabilitation. You should do something like this, as Alexandre Passos also said. Find some project that inspires you and learning machine learning should just flows.

If you provide a preferred country we may provide more specific suggestions.

answered Jul 25 '13 at 11:12

edersantana's gravatar image

edersantana
155259

Well, it's worth noticing that Vadim seems to have finally chosen Maths, Vision and Artificial Intelligence master at ENS Cachan. I would have recommended this as well, as a current student I saw pretty cool stuff (for what it's worth as I can actually not compare with the other universities mentioned above). The content includes lots of machine learning courses like kernel theory, probabilistic graphical models, learning theory, reinforcement learning, game theory, compressed sensing and applications to computer vision.

answered Jul 29 '13 at 01:33

Laurent%20Dinh's gravatar image

Laurent Dinh
12

edited Jul 29 '13 at 01:43

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Helsinki is cool ;)

answered Jan 20 '11 at 10:53

Giovanni's gravatar image

Giovanni
1094811

Could you be more specific, please? Could you provide a link or some reference?

(Jan 24 '11 at 09:03) Lucian Sasu

Scandinavian universities are probably the best in europe (except UK). I have been at TKK but I was not studying machine learning there, the university was really cool.

Now they have this: http://information.tkk.fi/en/prospective_students/masters/macadamia/

(Jan 24 '11 at 10:46) Giovanni

I studied the work of Aapo H Yvarinen from University of Helsinki for years http://www.cs.helsinki.fi/u/ahyvarin/ His work on ICA and stuff is pretty good.

(Jul 25 '13 at 11:00) edersantana
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