Jan Mielniczuk
3 papers · 2015–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
model selection
(1)
feature selection
(1)
causal discovery
(1)
weakly supervised learning
(1)
empirical risk minimization
(1)
conditional mutual information
(1)
greedy algorithm
(1)
propensity score
(1)
conditional independence test
(1)
least square
(1)
positive-unlabeled learning
(1)
information criterion
(1)
regression calibration
(1)
disease prediction
(1)
variable screening
(1)
markov blanket discovery
(1)
Papers
Positive-Unlabeled Regression: learning from partially labeled quantitative outcomes
UAI 2026
How to Gain on Power: Novel Conditional Independence Tests Based on Short Expansion of Conditional Mutual Information
JMLR 2021
Combined l1 and Greedy l0 Penalized Least Squares for Linear Model Selection
JMLR 2015