Adarsh Subbaswamy
5 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (13)
🧭
Keyword Pioneer
Conferences
AISTATS (2)
CLEAR (1)
MIDL (1)
NIPS (1)
Top co-authors
Keywords
distribution shift
(2)
dataset shift
(2)
causal inference
(2)
hierarchical decomposition
(1)
confidence interval
(1)
domain shift
(1)
nonparametric method
(1)
predictive model
(1)
risk prediction
(1)
model monitoring
(1)
debiased estimator
(1)
invariant prediction
(1)
performance gap
(1)
statistical process control
(1)
knowledge-based method
(1)
causal selection diagram
(1)
machine learning deployment
(1)
synthetic medical image
(1)
stability evaluation
(1)
worst-case distribution
(1)
Papers
A knowledge-based method for detecting network-induced shape artifacts in synthetic images
MIDL 2025
A hierarchical decomposition for explaining ML performance discrepancies
NIPS 2024
Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens
CLEAR 2024
Evaluating Model Robustness and Stability to Dataset Shift
AISTATS 2021
Preventing Failures Due to Dataset Shift: Learning Predictive Models That Transport
AISTATS 2019