Ian Connick Covert
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
model explanation
(2)
dynamic feature selection
(2)
shapley value
(2)
mutual information
(2)
vision transformer
(2)
discriminative learning
(1)
greedy policy
(1)
subset selection
(1)
scaling law
(1)
vision-language model
(1)
black-box model
(1)
weighted least square
(1)
feature subset
(1)
amortized optimization
(1)
masked reconstruction
(1)
feature acquisition
(1)
locality alignment
(1)
patch-level semantic segmentation
(1)
explainer model
(1)
estimators
(1)
Papers
Locality Alignment Improves Vision-Language Models
ICLR 2025
Estimating Conditional Mutual Information for Dynamic Feature Selection
ICLR 2024
Scaling Laws for the Value of Individual Data Points in Machine Learning
ICML 2024
Learning to Estimate Shapley Values with Vision Transformers
ICLR 2023
Learning to Maximize Mutual Information for Dynamic Feature Selection
ICML 2023
FastSHAP: Real-Time Shapley Value Estimation
ICLR 2022