Multi-source probabilistic inference research group / Arto Klami

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

Publications 2013 2018

  • 13 Conference contribution
  • 8 Article
  • 2 Conference article

Transfer-Learning Methods in Programming Course Outcome Prediction

Lagus, J., Longi, K., Klami, A. & Hellas, A., Nov 2018, In : ACM Transactions on Computing Education. 18, 4, p. 19:1-19:18 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Few-to-few Cross-domain Object Matching

Jitta, A. & Klami, A., 2017, In : Proceedings of Machine Learning Research. 73, p. 176-187

Research output: Contribution to journalConference articleScientificpeer-review

Open Access
File

HCS at SemEval-2017 Task 5: Sentiment Detection in Business News Using Convolutional Neural Networks

Pivovarova, L., Escoter, L., Klami, A. & Yangarber, R., Aug 2017, 11th International Workshop on Semantic Evaluations (SemEval-2017): Proceedings of the Workshop. Stroudsburg, PA: Association for Computational Linguistics, p. 842-846 5 p.

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

Importance Sampled Stochastic Optimization for Variational Inference

Sakaya, J. & Klami, A., Aug 2017, 33rd Conference on Uncertainty in Artificial Intelligence 2017: Sydney, Australia, 11-15 August 2017. Elidan, G. & Kersting, K. (eds.). AUAI Press, 10 p.

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

Open Access
File

Partially hidden Markov models for privacy-preserving modeling of indoor trajectories

Jitta, A. & Klami, A., 29 Nov 2017, In : Neurocomputing. 266, p. 196-205 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File

Activities 2010 2017

Brain basis of sharing and transmitting representation of social world

Arto Klami (Supervisor)
Oct 2017

Activity: Examination typesPre-examiner of doctoral thesis

Probabilistic machine learning and artificial intelligence

Arto Klami (Speaker)
1 Jun 2017

Activity: Talk or presentation typesInvited talk

IEEE Transactions on Knowledge and Data Engineering (Journal)

Arto Klami (Reviewer)
2016 → …

Activity: Publication peer-review and editorial work typesPeer review of manuscripts

Probabilistic programming: Bayesian modeling made easy

Arto Klami (Speaker)
15 Dec 2016

Activity: Talk or presentation typesInvited talk

IEEE Transactions on Medical Imaging (Journal)

Arto Klami (Reviewer)
2016 → …

Activity: Publication peer-review and editorial work typesPeer review of manuscripts