Aurelia Guy
5 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(28)
Conferences
NIPS (3)
ICML (2)
Top co-authors
Keywords
scaling law
(2)
semi-supervised learning
(1)
question answering
(1)
visual grounding
(1)
document retrieval
(1)
continuous control
(1)
random search
(1)
mixture of expert
(1)
model-free reinforcement learning
(1)
embodied agent
(1)
model scaling
(1)
parameter efficiency
(1)
token scaling
(1)
knowledge-intensive task
(1)
linear policy
(1)
routing network
(1)
retrieval-augmented language model
(1)
large language model
(1)
transformer model
(1)
compute-optimal training
(1)
Papers
Intra-agent speech permits zero-shot task acquisition
NIPS 2022
An empirical analysis of compute-optimal large language model training
NIPS 2022
Improving Language Models by Retrieving from Trillions of Tokens
ICML 2022
Unified Scaling Laws for Routed Language Models
ICML 2022
Simple random search of static linear policies is competitive for reinforcement learning
NIPS 2018