Angeliki Giannou
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
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Conferences
NIPS (4)
AISTATS (2)
COLT (2)
ICML (2)
Top co-authors
Keywords
nash equilibrium
(4)
game theory
(2)
multi-agent system
(2)
in-context learning
(2)
regularized learning
(2)
convergence analysis
(2)
attention mechanism
(2)
batch normalization
(1)
bias correction
(1)
variational inequality
(1)
optimistic algorithm
(1)
markov chain monte carlo
(1)
markov chain
(1)
bandit feedback
(1)
no-regret learning
(1)
accelerated gradient
(1)
expressive power
(1)
convergence rate
(1)
minimax optimization
(1)
policy gradient
(1)
Papers
Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition
ICML 2025
How Well Can Transformers Emulate In-Context Newtonβs Method?
AISTATS 2025
Accelerated Regularized Learning in Finite N-Person Games
NIPS 2024
Stochastic Methods in Variational Inequalities: Ergodicity, Bias and Refinements
AISTATS 2024
The Expressive Power of Tuning Only the Normalization Layers
COLT 2023
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
NIPS 2023
Looped Transformers as Programmable Computers
ICML 2023
On the convergence of policy gradient methods to Nash equilibria in general stochastic games
NIPS 2022
Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information
COLT 2021
On the Rate of Convergence of Regularized Learning in Games: From Bandits and Uncertainty to Optimism and Beyond
NIPS 2021