متابعة
Fredrik D. Johansson
Fredrik D. Johansson
Associate Professor, Chalmers University of Technology
بريد إلكتروني تم التحقق منه على chalmers.se - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
12672017
Learning representations for counterfactual inference‏
FD Johansson, U Shalit, D Sontag‏
Proceedings of the 33rd International Conference on Machine Learning 48 …, 2016‏
9232016
Why is my classifier discriminatory?‏
I Chen, FD Johansson, D Sontag‏
Proceedings of the 32nd International Conference on Neural Information …, 2018‏
5512018
A survey on graph kernels‏
NM Kriege, FD Johansson, C Morris‏
Applied Network Science 5, 1-42, 2020‏
5472020
Guidelines for reinforcement learning in healthcare‏
O Gottesman, F Johansson, M Komorowski, A Faisal, D Sontag, ...‏
Nature Medicine 25 (1), 16--18, 2019‏
4942019
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
2082019
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
1442018
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects‏
FD Johansson, U Shalit, N Kallus, D Sontag‏
Journal of Machine Learning Research 23 (166), 1–50, 2022‏
1292022
Learning weighted representations for generalization across designs‏
FD Johansson, N Kallus, U Shalit, D Sontag‏
arXiv preprint arXiv:1802.08598, 2018‏
942018
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
932016
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
762014
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
732013
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
582017
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
472015
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
342020
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
282015
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, 169-187, 2015‏
272015
Predicting Progression & Cognitive Decline in Amyloid-Positive Patients with Alzheimer's Disease‏
HV Dansson, L Stempfle, H Egilsdóttir, A Schliep, E Portelius, K Blennow, ...‏
Alzheimer's Research & Therapy, 2021‏
262021
Generalized shortest path kernel on graphs‏
L Hermansson, FD Johansson, O Watanabe‏
Discovery Science: 18th International Conference, DS 2015, Banff, AB, Canada …, 2015‏
262015
Predicting response to tocilizumab monotherapy in rheumatoid arthritis: a real-world data analysis using machine learning‏
FD Johansson, JE Collins, V Yau, H Guan, SC Kim, E Losina, D Sontag, ...‏
The Journal of Rheumatology 48 (9), 1364-1370, 2021‏
252021
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20