Marta Garnelo
8 papers · 2018–2021 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Research topics
Keywords
neural network
(3)
multi-agent system
(2)
few-shot learning
(2)
game theory
(2)
function approximation
(2)
representation learning
(2)
continuous optimization
(1)
mechanism design
(1)
relational reasoning
(1)
gaussian process
(1)
nash equilibrium
(1)
preference elicitation
(1)
conditional distribution
(1)
preference modeling
(1)
zero-sum game
(1)
pre-trained model
(1)
auction mechanism
(1)
shapley value
(1)
cooperative game theory
(1)
probabilistic regression
(1)
Papers
A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets
AISTATS 2021
A Neural Network Auction For Group Decision Making Over a Continuous Space
IJCAI 2021
Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index
NAACL 2021
An Explicitly Relational Neural Network Architecture
ICML 2020
Adaptive Posterior Learning: few-shot learning with a surprise-based memory module
ICLR 2019
Attentive Neural Processes
ICLR 2019
Open-ended learning in symmetric zero-sum games
ICML 2019
Conditional Neural Processes
ICML 2018