Articles with public access mandates - Fredrik D. JohanssonLearn more
Available somewhere: 21
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
Mandates: US National Science Foundation
Learning representations for counterfactual inference
FD Johansson, U Shalit, D Sontag
Proceedings of the 33rd International Conference on Machine Learning 48 …, 2016
Mandates: US National Science Foundation
Why is my classifier discriminatory?
I Chen, FD Johansson, D Sontag
Proceedings of the 32nd International Conference on Neural Information …, 2018
Mandates: US National Science Foundation, US Department of Defense
A survey on graph kernels
NM Kriege, FD Johansson, C Morris
Applied Network Science 5, 1-42, 2020
Mandates: German Research Foundation
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
Mandates: US Department of Defense
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
Mandates: US National Science Foundation, US Department of Defense, Knut and Alice …
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
Mandates: Knut and Alice Wallenberg Foundation
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
Mandates: Swedish Research Council
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
Mandates: Swedish Research Council
The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low-and middle-income countries
A Daoud, FD Johansson
Social Science Research 118, 102973, 2024
Mandates: Swedish Research Council
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
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
Using satellite images and deep learning to measure health and living standards in india
A Daoud, F Jordán, M Sharma, F Johansson, D Dubhashi, S Paul, ...
Social Indicators Research 167 (1), 475-505, 2023
Mandates: Swedish Research Council
Learning to search efficiently for causally near-optimal treatments
S Håkansson, V Lindblom, O Gottesman, FD Johansson
Advances in Neural Information Processing Systems 33 pre-proceedings, 2020
Mandates: Knut and Alice Wallenberg Foundation
Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa.
MB Pettersson, M Kakooei, J Ortheden, FD Johansson, A Daoud
IJCAI, 6165-6173, 2023
Mandates: Swedish Research Council
ADCB: An Alzheimer's disease simulator for benchmarking observational estimators of causal effects
NM Kinyanjui, F Johansson
Proceedings of Conference on Health, Inference, and Learning, 2022
Mandates: US Department of Defense, US National Institutes of Health, Canadian …
Pure exploration in bandits with linear constraints
E Carlsson, D Basu, F Johansson, D Dubhashi
International Conference on Artificial Intelligence and Statistics, 334-342, 2024
Mandates: Knut and Alice Wallenberg Foundation, Agence Nationale de la Recherche
Efficient learning of nonlinear prediction models with time-series privileged information
B Jung, FD Johansson
Advances in Neural Information Processing Systems 35, 19048-19060, 2022
Mandates: Knut and Alice Wallenberg Foundation
Sharing pattern submodels for prediction with missing values
L Stempfle, F Johansson
The 37th AAAI Conference on Artificial Intelligence, 2023
Mandates: Knut and Alice Wallenberg Foundation, Swedish Research Council
Patterns in the Sequential Treatment of Patients With Rheumatoid Arthritis Starting a Biologic or Targeted Synthetic Disease‐Modifying Antirheumatic Drug: 10‐Year Experience …
A Matsson, DH Solomon, MM Crabtree, RW Harrison, HJ Litman, ...
ACR Open Rheumatology 6 (1), 5-13, 2024
Mandates: Knut and Alice Wallenberg Foundation
Case-based off-policy evaluation using prototype learning
A Matsson, FD Johansson
Uncertainty in Artificial Intelligence, 1339-1349, 2022
Mandates: Knut and Alice Wallenberg Foundation, Swedish Research Council
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