Alasdair Paren
5 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Keywords
stochastic optimization
(1)
non-convex optimization
(1)
robustness
(1)
constrained generation
(1)
in-context learning
(1)
universal approximation
(1)
out-of-domain detection
(1)
loss landscape
(1)
instruction tuning
(1)
adaptive learning rate
(1)
adversarial attack
(1)
state space model
(1)
recurrent neural network
(1)
foundation model
(1)
multimodal large language model
(1)
foundation model capability
(1)
empirical loss
(1)
universal approximator
(1)
large language model
(1)
cross-model transferability
(1)
Papers
FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction
CVPR 2026
Focus On This, Not That! Steering LLMs with Adaptive Feature Specification
ICML 2025
Shh, don't say that! Domain Certification in LLMs
ICLR 2025
Universal In-Context Approximation By Prompting Fully Recurrent Models
NeurIPS 2024
A Stochastic Bundle Method for Interpolation
JMLR 2022