Antti Kangasrääsiö

According to our database, Antti Kangasrääsiö authored at least 10 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation.

Antti Kangasrääsiö, Jussi P. P. Jokinen, Antti Oulasvirta, Andrew Howes, Samuel Kaski

Cogn. Sci., 2019

2018

Machine Learning Methods for Interactive Search Interfaces and Cognitive Models ; Koneoppimismenetelmiä interaktiivisia hakukäyttöliittymiä ja kognitiivisia malleja varten.

Antti Kangasrääsiö

PhD thesis, 2018

Inverse reinforcement learning from summary data.

Antti Kangasrääsiö, Samuel Kaski

Mach. Learn., 2018

ELFI: Engine for Likelihood-Free Inference.

Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Pekka Marttinen, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski

J. Mach. Learn. Res., 2018

2017

ELFI: Engine for Likelihood Free Inference.

Jarno Lintusaari, Henri Vuollekoski, Antti Kangasrääsiö, Kusti Skytén, Marko Järvenpää, Michael U. Gutmann, Aki Vehtari, Jukka Corander, Samuel Kaski

CoRR, 2017

Inferring Cognitive Models from Data using Approximate Bayesian Computation.

Antti Kangasrääsiö, Kumaripaba Athukorala, Andrew Howes, Jukka Corander, Samuel Kaski, Antti Oulasvirta

Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016

Inverse Modeling of Complex Interactive Behavior with ABC.

Antti Kangasrääsiö, Kumaripaba Athukorala, Andrew Howes, Jukka Corander, Samuel Kaski, Antti Oulasvirta

CoRR, 2016

Interactive Modeling of Concept Drift and Errors in Relevance Feedback.

Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, Samuel Kaski

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Dealing with Concept Drift in Exploratory Search: An Interactive Bayesian Approach.

Antti Kangasrääsiö, Yi Chen, Dorota Glowacka, Samuel Kaski

Proceedings of the Companion Publication of the 21st International Conference on Intelligent User Interfaces, 2016

2015

Improving Controllability and Predictability of Interactive Recommendation Interfaces for Exploratory Search.

Antti Kangasrääsiö, Dorota Glowacka, Samuel Kaski

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015