Julian Asilis
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
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The Questioner
Conferences
COLT (3)
ALT (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
transductive learning
(2)
empirical risk minimization
(2)
sample complexity
(1)
pac learning
(1)
visual grounding
(1)
cross-modal transfer
(1)
multiclass classification
(1)
structural risk minimization
(1)
multiclass learning
(1)
hypothesis class
(1)
multimodal large language model
(1)
sparse autoencoder
(1)
steering vector
(1)
mean shift
(1)
one-inclusion graph
(1)
learning theory
(1)
local regularization
(1)
supervised learning
(1)
Papers
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
ACL 2026
Proper Learnability and the Role of Unlabeled Data
ALT 2025
Local Regularizers Are Not Transductive Learners
COLT 2025
Understanding Aggregations of Proper Learners in Multiclass Classification
ALT 2025
Regularization and Optimal Multiclass Learning
COLT 2024
Transductive Learning is Compact
NIPS 2024
Open Problem: Can Local Regularization Learn All Multiclass Problems?
COLT 2024