Fredrik Johansson

Assistant Professor at Chalmers, Computer Science and Engineering (Chalmers), Data Science

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Showing 13 publications


Learning representations for counterfactual inference

Fredrik Johansson, U. Shalit, D. Sontag
33rd International Conference on Machine Learning, ICML 2016, New York City, United States; 19 June 2016 through 24 June 2016, p. 4407-4418
Paper in proceedings

Learning with Geometric Embeddings of Graphs

Fredrik Johansson
Doctoral thesis

Weighted theta functions and embeddings with applications to Max-Cut, clustering and summarization

Fredrik Johansson, A. Chattoraj, C. Bhattacharyya et al
29th Annual Conference on Neural Information Processing Systems, NIPS 2015, Montreal, Canada, 7-12 December. Vol. 2015-January, p. 1018-1026
Conference contribution

Classifying large graphs with differential privacy

Fredrik Johansson, Otto Frost, Carl Thufvesson Retzner et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9321, p. 3-7
Paper in proceedings

Generalized shortest path kernel on graphs

L. Hermansson, Fredrik Johansson, O. Watanabe
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), p. 78-85
Book chapter

Neural context embeddings for automatic discovery of word senses

Mikael Kågebäck, Fredrik Johansson, Richard Johansson et al
Proceedings of the 1st Workshop on Vector Space Modeling for Natural Language Processing. Denver, United States, p. 25-32
Paper in proceedings

Learning with similarity functions on graphs using matchings of geometric embeddings

Fredrik Johansson, Devdatt Dubhashi
Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Vol. 2015-August, p. 467-476
Paper in proceedings

Visions and open challenges for a knowledge-based culturomics

Nina Tahmasebi, Lars Borin, Gabriele Capannini et al
International Journal on Digital Libraries. Vol. 15 (2-4), p. 169-187
Journal article

Global graph kernels using geometric embeddings

Fredrik Johansson, Vinay Jethava, Devdatt Dubhashi et al
Proceedings of the 31st International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014, p. 694-702
Paper in proceedings

Global geometric graph kernels and applications

Fredrik Johansson
Licentiate thesis

DLOREAN: Dynamic Location-aware Reconstruction of multiway Networks

Fredrik Johansson, Vinay Jethava, Devdatt Dubhashi
2013 13th IEEE International Conference on Data Mining Workshops, ICDMW 2013; Dallas, TX; United States; 7 December 2013 through 10 December 2013, p. 1012-1019
Paper in proceedings

Entity disambiguation in anonymized graphs using graph kernels

Linus Hermansson, Tommi Kerola, Fredrik Johansson et al
22nd ACM International Conference on Information and Knowledge Management, CIKM 2013; San Francisco, CA; United States; 27 October 2013 through 1 November 2013, p. 1037-1046
Paper in proceedings

Intent-aware temporal query modeling for keyword suggestion

Fredrik Johansson, Tobias Färdig, Vinay Jethava et al
International Conference on Information and Knowledge Management, Proceedings, p. 83-86
Paper in proceedings

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Showing 1 research projects


Data-Driven Secure Business Intelligence (DataBIN)

David Sands Software Technology (Chalmers)
Devdatt Dubhashi Computing Science (Chalmers)
Peter Damaschke Computing Science (Chalmers)
Gerardo Schneider Software Technology (Chalmers)
Olof Mogren Computing Science (Chalmers)
Raul Pardo Jimenez Software Technology (Chalmers)
Hamid Ebadi Tavallaei Software Technology (Chalmers)
Fredrik Johansson Computing Science (Chalmers)
Andrei Sabelfeld Software Technology (Chalmers)
Swedish Foundation for Strategic Research (SSF)

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