Shayan Kiyani
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
prediction set
(3)
conformal prediction
(2)
calibration
(1)
uncertainty quantification
(1)
covariate shift
(1)
gradient descent
(1)
adversarial setting
(1)
no-regret learning
(1)
random feature
(1)
calibration data
(1)
conditional validity
(1)
online conformal prediction
(1)
swap regret
(1)
value at risk
(1)
risk averse
(1)
partition learning
(1)
group conditional coverage
(1)
utility
(1)
conditional guarantees
(1)
max-min policy
(1)
Papers
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents
ICML 2025
The Relationship Between No-Regret Learning and Online Conformal Prediction
ICML 2025
Conformal Prediction with Learned Features
ICML 2024
Length Optimization in Conformal Prediction
NeurIPS 2024
Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
ICML 2023