Fredrik D Johansson
6 papers · 2015–2024 · 1 venue · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird ❓ The Questioner
🌈
Renaissance Researcher
(5)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
sample efficiency
(2)
causal inference
(2)
algorithmic fairness
(1)
offline reinforcement learning
(1)
semidefinite programming
(1)
epistemic uncertainty
(1)
document summarization
(1)
time series prediction
(1)
time series
(1)
dynamic programming
(1)
graph embedding
(1)
active preference learning
(1)
privileged information
(1)
correlation clustering
(1)
pairwise comparison
(1)
random feature
(1)
prediction error
(1)
structural causal model
(1)
logistic preference model
(1)
ordering error
(1)
Papers
Active preference learning for ordering items in- and out-of-sample
NeurIPS 2024
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark
NeurIPS 2024
Efficient learning of nonlinear prediction models with time-series privileged information
NeurIPS 2022
Learning to search efficiently for causally near-optimal treatments
NeurIPS 2020
Why Is My Classifier Discriminatory?
NeurIPS 2018
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization
NeurIPS 2015