Adarsh Subbaswamy
5 papers · 2019–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Silver
๐ฃ
Hot Topic Early Bird
๐
Trend Setter
Venues
Top co-authors
Research topics
Keywords
distribution shift
(2)
dataset shift
(2)
causal inference
(2)
hierarchical decomposition
(1)
confidence interval
(1)
domain shift
(1)
predictive model
(1)
risk prediction
(1)
model monitoring
(1)
debiased estimator
(1)
invariant prediction
(1)
performance gap
(1)
non-parametric method
(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
NeurIPS 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