Amélie Heliou
5 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (8) 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
👥
Mega-Team
(20)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
online learning
(3)
dual averaging
(2)
non-convex optimization
(2)
no-regret learning
(2)
nash equilibrium
(2)
zeroth-order optimization
(1)
potential game
(1)
kernel-based estimator
(1)
continuous game
(1)
kernel methods
(1)
delayed reward
(1)
hierarchical scheduling
(1)
multi-agent system
(1)
imperfect feedback
(1)
dynamic regret
(1)
regret minimization
(1)
bandit feedback
(1)
regret bound
(1)
Papers
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Zeroth-Order Non-Convex Learning via Hierarchical Dual Averaging
ICML 2021
Online Non-Convex Optimization with Imperfect Feedback
NIPS 2020
Gradient-free Online Learning in Continuous Games with Delayed Rewards
ICML 2020
Learning with Bandit Feedback in Potential Games
NIPS 2017