Aidan Clark
7 papers · 2016–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Models
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
scaling law
(2)
sequence modeling
(1)
reinforcement learning
(1)
multi-task learning
(1)
policy optimization
(1)
policy gradient
(1)
speech synthesis
(1)
question answering
(1)
document retrieval
(1)
continuous control
(1)
maximum a posteriori
(1)
autoregressive model
(1)
generative adversarial network
(1)
mixture of expert
(1)
on-policy learning
(1)
model scaling
(1)
parameter efficiency
(1)
token scaling
(1)
knowledge-intensive task
(1)
routing network
(1)
Papers
An empirical analysis of compute-optimal large language model training
NeurIPS 2022
Improving Language Models by Retrieving from Trillions of Tokens
ICML 2022
Unified Scaling Laws for Routed Language Models
ICML 2022
High Fidelity Speech Synthesis with Adversarial Networks
ICLR 2020
Stabilizing Transformers for Reinforcement Learning
ICML 2020
V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
ICLR 2020
Unsupervised Authorial Clustering Based on Syntactic Structure
ACL 2016