Fredrik D. Johansson
Chalmers tekniska högskola
H-index: 19
Europe-Sweden
Top articles of Fredrik D. Johansson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Pure exploration in bandits with linear constraints | Emil Carlsson Debabrota Basu Fredrik Johansson Devdatt Dubhashi | 2024/4/18 | |
The impact of austerity on children: Uncovering effect heterogeneity by political, economic, and family factors in low-and middle-income countries | Social Science Research | Adel Daoud Fredrik D Johansson | 2024/2/1 |
Patterns in the Sequential Treatment of Patients With Rheumatoid Arthritis Starting a Biologic or Targeted Synthetic Disease‐Modifying Antirheumatic Drug: 10‐Year Experience … | ACR Open Rheumatology | Anton Matsson Daniel H Solomon Margaux M Crabtree Ryan W Harrison Heather J Litman | 2024/1 |
MINTY: Rule-based models that minimize the need for imputing features with missing values | Lena Stempfle Fredrik Johansson | 2024/4/18 | |
Sharing pattern submodels for prediction with missing values | The 37th AAAI Conference on Artificial Intelligence | Lena Stempfle Fredrik Johansson | 2023/2/7 |
Off-Policy Evaluation with Out-of-Sample Guarantees | Transactions on Machine Learning Research | Sofia Ek Dave Zachariah Fredrik D Johansson Petre Stoica | 2023/6 |
Integrating earth observation data into causal inference: challenges and opportunities | Connor T Jerzak Fredrik Johansson Adel Daoud | 2023/1/30 | |
Using satellite images and deep learning to measure health and living standards in india | Social Indicators Research | Adel Daoud Felipe Jordán Makkunda Sharma Fredrik Johansson Devdatt Dubhashi | 2023/6 |
Image-based treatment effect heterogeneity | Connor T Jerzak Fredrik Johansson Adel Daoud | 2023/5 | |
Unsupervised domain adaptation by learning using privileged information | arXiv preprint arXiv:2303.09350 | Adam Breitholtz Anton Matsson Fredrik D Johansson | 2023/3/16 |
Assessing clusters of comorbidities in rheumatoid arthritis: a machine learning approach | Arthritis Research & Therapy | Daniel H Solomon Hongshu Guan Fredrik D Johansson Leah Santacroce Wendi Malley | 2023/11/22 |
Fast treatment personalization with latent bandits in fixed-confidence pure exploration | Transactions on Machine Learning Research | Newton Mwai Kinyanjui Emil Carlsson Fredrik D Johansson | 2023/2/22 |
Time series of satellite imagery improve deep learning estimates of neighborhood-level poverty in africa | Markus B Pettersson Mohammad Kakooei Julia Ortheden Fredrik D Johansson Adel Daoud | 2023/8 | |
Estimating causal effects under image confounding bias with an application to poverty in Africa | arXiv preprint arXiv:2206.06410 | Connor T Jerzak Fredrik Johansson Adel Daoud | 2022/6/13 |
ADCB: An Alzheimer's disease simulator for benchmarking observational estimators of causal effects | Newton Mwai Kinyanjui Fredrik Johansson | 2022/4/7 | |
Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models | Rickard Karlsson Martin Willbo Zeshan Hussain Rahul G. Krishnan David Sontag | 2022/3/28 | |
Efficient learning of nonlinear prediction models with time-series privileged information | Advances in Neural Information Processing Systems | Bastian Jung Fredrik D Johansson | 2022/12/6 |
Using satellites and artificial intelligence to measure health and material-living standards in India | Adel Daoud Felipe Jordan Makkunda Sharma Fredrik Johansson Devdatt Dubhashi | 2022/1 | |
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks | Transactions on Machine Learning Research | Adam Breitholtz Fredrik D Johansson | 2022/10 |
Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects | Journal of Machine Learning Research | Fredrik D. Johansson Uri Shalit Nathan Kallus David Sontag | 2022 |
Co-Authors
