Fredrik D Johansson
6 papers · 2015–2024 · 1 conference · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐ Academic Marathon (9) ๐ Cross-Pollinator (8) ๐ Renaissance Researcher (6)
๐
Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(21)
โ
The Questioner
Conferences
NIPS (6)
Top co-authors
Keywords
causal inference
(2)
sample efficiency
(2)
algorithmic fairness
(1)
offline reinforcement learning
(1)
semidefinite programming
(1)
epistemic uncertainty
(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)
time-series prediction
(1)
logistic preference model
(1)
ordering error
(1)
aleatoric uncertainty
(1)
Papers
Active preference learning for ordering items in- and out-of-sample
NIPS 2024
IncomeSCM: From tabular data set to time-series simulator and causal estimation benchmark
NIPS 2024
Efficient learning of nonlinear prediction models with time-series privileged information
NIPS 2022
Learning to search efficiently for causally near-optimal treatments
NIPS 2020
Why Is My Classifier Discriminatory?
NIPS 2018
Weighted Theta Functions and Embeddings with Applications to Max-Cut, Clustering and Summarization
NIPS 2015