Johansson, Fredrik

8 publications

AISTATS 2024 MINTY: Rule-Based Models That Minimize the Need for Imputing Features with Missing Values Lena Stempfle, Fredrik Johansson

AISTATS 2024 Pure Exploration in Bandits with Linear Constraints Emil Carlsson, Debabrota Basu, Fredrik Johansson, Devdatt Dubhashi

AISTATS 2022 Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models Rickard K.A. Karlsson, Martin Willbo, Zeshan M. Hussain, Rahul G. Krishnan, David Sontag, Fredrik Johansson

CVPRW 2021 On the Robustness and Generalizability of Face Synthesis Detection Methods Johan Sabel, Fredrik Johansson

AISTATS 2020 Characterization of Overlap in Observational Studies Michael Oberst, Fredrik Johansson, Dennis Wei, Tian Gao, Gabriel Brat, David Sontag, Kush Varshney

ICML 2020 Estimation of Bounds on Potential Outcomes for Decision Making Maggie Makar, Fredrik Johansson, John Guttag, David Sontag

ICML 2016 Learning Representations for Counterfactual Inference Fredrik Johansson, Uri Shalit, David Sontag

ICML 2014 Global Graph Kernels Using Geometric Embeddings Fredrik Johansson, Vinay Jethava, Devdatt Dubhashi, Chiranjib Bhattacharyya