Fredrik Johansson
8 papers · 2014–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π§
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
representation learning
(1)
off-policy evaluation
(1)
transfer learning
(1)
domain adaptation
(1)
decision making
(1)
feature selection
(1)
graph classification
(1)
knowledge distillation
(1)
time series
(1)
privileged information
(1)
minimum volume sets
(1)
best arm identification
(1)
observational study
(1)
multi-armed bandit
(1)
dynamical system
(1)
linear constraint
(1)
language model
(1)
graph isomorphism
(1)
pure exploration
(1)
Papers
MINTY: Rule-based models that minimize the need for imputing features with missing values
AISTATS 2024
Pure Exploration in Bandits with Linear Constraints
AISTATS 2024
Using time-series privileged information for provably efficient learning of prediction models
AISTATS 2022
Characterization of Overlap in Observational Studies
AISTATS 2020
Estimation of Bounds on Potential Outcomes For Decision Making
ICML 2020
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection
SemEval 2019
Learning Representations for Counterfactual Inference
ICML 2016
Global graph kernels using geometric embeddings
ICML 2014