Fredrik D. Johansson

Cited by

	All	Since 2017
Citations	2521	2422
h-index	17	15
i10-index	20	20

820

410

205

615

2014201520162017201820192020202120228 20 59 80 154 293 555 805 529

Public access

View all

18 articles

0 articles

available

not available

Based on funding mandates

Co-authors

David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Devdatt DubhashiProfessor ChalmersVerified email at chalmers.se
Uri ShalitAssistant Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Omer GottesmanBrown UniversityVerified email at brown.edu
Finale Doshi-VelezProfessor, HarvardVerified email at seas.harvard.edu
Matthieu KomorowskiMD, PhD, Clinical Senior Lecturer at Imperial College London ; Visiting Scholar at MITVerified email at imperial.ac.uk
Chiranjib BhattacharyyaProfessor, Indian Institute of ScienceVerified email at csa.iisc.ernet.in
Mikael KågebäckChalmers University of TechnologyVerified email at chalmers.se
Irene Y. ChenPhD Student, MITVerified email at mit.edu
Christopher MorrisRWTH AachenVerified email at christophermorris.info
Nils M. KriegeUniversity of ViennaVerified email at univie.ac.at
Nathan KallusCornell UniversityVerified email at cornell.edu
Richard JohanssonUniversity of Gothenburg and Chalmers University of TechnologyVerified email at gu.se
Rajesh RanganathAssistant Professor, NYUVerified email at cs.princeton.edu
Ashkan PanahiAssistant ProfessorVerified email at chalmers.se
Pierre NuguesProfessor of computer science, Lund UniversityVerified email at cs.lth.se
Lars BorinProfessor i språkvetenskaplig databehandling, Språkbanken, Göteborgs universitetVerified email at svenska.gu.se
Adel DaoudInstitute for Analytical Sociology, Linköping University, Division for Data Science and AI, ChalmersVerified email at liu.se
Michael OberstMITVerified email at mit.edu
Kush R. VarshneyIBM Research AIVerified email at us.ibm.com

Fredrik D. Johansson

Assistant Professor, Chalmers University of Technology

Verified email at chalmers.se - Homepage

Machine Learning Causal Inference Healthcare


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Estimating individual treatment effect: generalization bounds and algorithms U Shalit, F Johansson, D Sontag Proceedings of the 34th International Conference on Machine Learning 70 …, 2017	563	2017
Learning representations for counterfactual inference FD Johansson, U Shalit, D Sontag Proceedings of the 33rd International Conference on Machine Learning 48 …, 2016	480	2016
Why is my classifier discriminatory? I Chen, FD Johansson, D Sontag Proceedings of the 32nd International Conference on Neural Information …, 2018	301	2018
Guidelines for reinforcement learning in healthcare O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ... Nature Medicine 25 (1), 16--18, 2019	245	2019
A survey on graph kernels NM Kriege, FD Johansson, C Morris Applied Network Science 5 (1), 1-42, 2020	235	2020
Support and Invertibility in Domain-Invariant Representations FD Johansson, R Ranganath, D Sontag AISTATS, Proceedings of Machine Learning Research, in PMLR 89, 527-536, 2019	111	2019
Evaluating reinforcement learning algorithms in observational health settings O Gottesman, F Johansson, J Meier, J Dent, D Lee, S Srinivasan, L Zhang, ... arXiv preprint arXiv:1805.12298, 2018	82	2018
Learning to play guess who? and inventing a grounded language as a consequence E Jorge, M Kågebäck, FD Johansson, E Gustavsson arXiv preprint arXiv:1611.03218, 2016	65	2016
Entity disambiguation in anonymized graphs using graph kernels L Hermansson, T Kerola, F Johansson, V Jethava, D Dubhashi Proceedings of the 22nd ACM international conference on Information …, 2013	65	2013
Global graph kernels using geometric embeddings FD Johansson, V Jethava, D Dubhashi, C Bhattacharyya Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	62	2014
Learning weighted representations for generalization across designs FD Johansson, N Kallus, U Shalit, D Sontag arXiv preprint arXiv:1802.08598, 2018	51	2018
Learning with similarity functions on graphs using matchings of geometric embeddings FD Johansson, D Dubhashi Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015	41	2015
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects FD Johansson, U Shalit, N Kallus, D Sontag arXiv preprint arXiv:2001.07426, 2020	35	2020
Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery A Panahi, D Dubhashi, FD Johansson, C Bhattacharyya Proceedings of the 34th International Conference on Machine Learning 70 …, 2017	33	2017
Neural context embeddings for automatic discovery of word senses M Kågebäck, F Johansson, R Johansson, D Dubhashi Proceedings of the 1st Workshop on Vector Space Modeling for Natural …, 2015	28	2015
Visions and open challenges for a knowledge-based culturomics N Tahmasebi, L Borin, G Capannini, D Dubhashi, P Exner, M Forsberg, ... International Journal on Digital Libraries 15 (2), 169-187, 2015	23	2015
Generalized shortest path kernel on graphs L Hermansson, FD Johansson, O Watanabe International Conference on Discovery Science, 78-85, 2015	17	2015
Estimating Treatment Heterogeneity of International Monetary Fund Programs on Child Poverty with Generalized Random Forest A Daoud, F Johansson SocArXiv https://doi.org/10.31235/osf.io/awfjt, 2019	15	2019
Classifying large graphs with differential privacy FD Johansson, O Frost, C Retzner, D Dubhashi International Conference on Modeling Decisions for Artificial Intelligence, 3-17, 2015	12	2015
Characterization of overlap in observational studies M Oberst, F Johansson, D Wei, T Gao, G Brat, D Sontag, K Varshney International Conference on Artificial Intelligence and Statistics, 788-798, 2020	11	2020

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors