Information, Complexity and Learning research group / Teemu Roos

International and National Collaboration Publications and projects within past five years.

Projects

Publications

AI-generated content: Authorship and inventorship in the age of artificial intelligence

Ballardini, R., He, K. & Roos, T., 2019, Online Distribution of Content in the EU. Pihlajarinne, T., Vesala, J. & Hokkila, O. (eds.). Cheltenham: Edward Elgar, p. 117-135 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

Efficient Autotuning of Hyperparameters in Approximate Nearest Neighbor Search

Jääsaari, E., Hyvönen, V. & Roos, T., 17 Apr 2019, Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part II. Cham: Springer, p. 590-602 13 p. (Lecture Notes in Artificial Intelligence; vol. 11440).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access
File

An application of storage-optimal MatDot codes for coded matrix multiplication: Fast k-nearest neighbors estimation

Sheth, U., Dutta, S., Chaudhari, M., Jeong, H., Yang, Y., Kohonen, J., Roos, T. & Grover, P., Dec 2018, 2018 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA). IEEE, p. 1113-1120

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Learning Non-parametric Markov Networks with Mutual Information

Leppä-Aho, J., Räisänen, S., Yang, X. & Roos, T., 2018, Proceedings of the Ninth International Conference on Probabilistic Graphical Models. Kratochvíl, V. & Studený, M. (eds.). Vol. 72. p. 213-224 12 p. (Proceedings of Machine Learning Research; vol. 72).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Minimax Optimal Bayes Mixtures for Memoryless Sources over Large Alphabets

Jääsaari, E., Leppä-Aho, J., Silander, T. & Roos, T., 2018, Proceedings of 29th International Conference on Algorithmic Learning Theory. Janoos, F., Mohri, M. & Sridharan, K. (eds.). Vol. 83. p. 470-488 (Proceedings of Machine Learning Research; vol. 83).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Open Access

Activities

Artificial Intelligence as a Political Question

Teemu Roos (Speaker)
25 Nov 2019

Activity: Talk or presentation typesOral presentation

Big Challenge Science Festival 2019

Teemu Roos (Speaker: Presenter)
18 Jun 2019

Activity: Participating in or organising an event typesPublic Talks

Finland's AI Moonshot – Becoming the Most AI-Ready Country in the World

Teemu Roos (Speaker)
8 Oct 2019

Activity: Talk or presentation typesOral presentation

Why we need to go beyond myths in artificial intelligence (AI)

Teemu Roos (Speaker)
22 Oct 2019

Activity: Talk or presentation typesOral presentation

The Basics of Machine Learning

Teemu Roos (Speaker)
5 Dec 2019

Activity: Talk or presentation typesInvited talk

Prizes

Best Paper Honorable Mention Award

Teemu Roos (Recipient), 30 Apr 2013

Prize: Prizes and awards

ICT Influencer of the Year 2019 (Vuoden TiVi-vaikuttaja 2019)

Teemu Roos (Recipient), 12 Dec 2019

Prize: Prizes and awards

Nokia Foundation Recognition Award 2019

Teemu Roos (Recipient), 29 Nov 2019

Prize: Prizes and awards