← Authors

Marta Garnelo

8 papers · 2018–2021 · 5 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (13)

Conferences

ICML (3) ICLR (2) AISTATS (1) IJCAI (1) NAACL (1)

Top co-authors

Yoram Bachrach (4) Dan Rosenbaum (3) Murray Shanahan (2) Thore Graepel (2) Ian Gemp (2) David Balduzzi (2) Tiago Ramalho (2) Yee Whye Teh (2) Wojciech Czarnecki (2) Andriy Mnih (1)

Keywords

neural network (3) multi-agent system (2) game theory (2) representation learning (2) visual reasoning (1) adversarial training (1) continuous optimization (1) mechanism design (1) relational reasoning (1) gaussian process (1) nash equilibrium (1) preference elicitation (1) preference modeling (1) zero-sum game (1) auction mechanism (1) pretrained model (1) shapley value (1) cooperative game theory (1) minimax theorem (1) vocabulary selection (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
Open-ended learning in symmetric zero-sum games ICML 2019
Adaptive Posterior Learning: few-shot learning with a surprise-based memory module ICLR 2019
Attentive Neural Processes ICLR 2019
Conditional Neural Processes ICML 2018