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Personlig profil

Vetenskapsgrenar

  • 113 Data- och informationsvetenskap

Publikationer

  • 5 Konferensbidrag

Correcting Predictions for Approximate Bayesian Inference

Kusmierczyk, T., Sakaya, J. & Klami, A., feb 2020, The thirty-fourth AAAI conference on artificial intelligence. Association for the Advancement of Artificial Intelligence (AAAI), Vol. 34. s. 4511-4518 8 s. (Proceedings of the AAAI Conference on Artificial Intelligence).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Lambert matrix factorization

Klami, A., Lagus, J. & Sakaya, J., 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part II. Berlingerio, M., Bonchi, F., Gärtner, T., Hurley, N. & Ifrim, G. (red.). Cham: Springer Nature Switzerland, s. 311-326 17 s. (Lecture Notes in Artificial Intelligence; vol. 11052).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Variational Bayesian Decision-making for Continuous Utilities

Kusmierczyk, T., Sakaya, J. & Klami, A., dec 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (red.). Maryland Heights, MO: Morgan Kaufmann Publishers, 11 s. (Advances in Neural Information Processing Systems).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

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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. (red.). AUAI Press, 10 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

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Re-using gradient computation in automatic variational inference

Sakaya, J. H. & Klami, A. O., 9 dec 2016, Advances in Approximate Bayesian Inference; NIPS 2016 Workshop; December 9, 2016.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

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Aktiviteter

  • 1 Handledare eller bihandledare av doktorsavhandling

Supervisor of doctoral thesis

Arto Klami (Handledare)

2016 → …

Aktivitet: ExaminationstyperHandledare eller bihandledare av doktorsavhandling