Harvineet Singh
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
β
The Questioner
(3)
Venues
Top co-authors
Research topics
Keywords
submodular optimization
(1)
causal inference
(1)
off-policy evaluation
(1)
robust statistics
(1)
empirical risk minimization
(1)
covariate shift
(1)
learning to rank
(1)
importance weighting
(1)
distribution shift
(1)
diversified retrieval
(1)
hypothesis class
(1)
hierarchical decomposition
(1)
adversarial perturbation
(1)
influence function
(1)
group fairness
(1)
confidence interval
(1)
cooperative game
(1)
position bia
(1)
domain shift
(1)
fair machine learning
(1)
Papers
"Who experiences large model decay and why?" A Hierarchical Framework for Diagnosing Heterogeneous Performance Drift
ICML 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
When do Minimax-fair Learning and Empirical Risk Minimization Coincide?
ICML 2023
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts
ICML 2023
Data poisoning attacks on off-policy policy evaluation methods
UAI 2022
Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank
UAI 2019