Nicholas Petrick
4 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (3) 🌉 Interdisciplinary Bridge 🏆 Keyword Champion (3)
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The Questioner
Conferences
AISTATS (2)
CLEAR (1)
UAI (1)
Top co-authors
Keywords
risk prediction
(3)
causal inference
(2)
model monitoring
(2)
changepoint detection
(1)
sequential testing
(1)
performance monitoring
(1)
algorithmic fairness
(1)
calibration decay
(1)
machine learning deployment
(1)
error rate control
(1)
subgroup analysis
(1)
statistical process control
(1)
bonferroni correction
(1)
alpha recycling
(1)
sequential rejective graphical procedure
(1)
calibration testing
(1)
machine learning
(1)
Papers
Is this model reliable for everyone? Testing for strong calibration
AISTATS 2024
Monitoring machine learning-based risk prediction algorithms in the presence of performativity
AISTATS 2024
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens
CLEAR 2024
Sequential algorithmic modification with test data reuse
UAI 2022