Ziwei Guan
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
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Unstoppable
(5)
Conferences
ICLR (2)
AAAI (1)
AISTATS (1)
COLT (1)
Top co-authors
Keywords
adversarial learning
(1)
imitation learning
(1)
policy gradient
(1)
global convergence
(1)
inverse reinforcement learning
(1)
alternating optimization
(1)
stochastic process
(1)
gradient oracle
(1)
adversarial attack
(1)
multi-armed bandit
(1)
upper confidence bound
(1)
single-loop algorithm
(1)
generative adversarial imitation learning
(1)
oracle feedback
(1)
local regret
(1)
online nonconvex optimization
(1)
double-loop algorithm
(1)
Papers
On the Hardness of Online Nonconvex Optimization with Single Oracle Feedback
ICLR 2024
Online Nonconvex Optimization with Limited Instantaneous Oracle Feedback
COLT 2023
PER-ETD: A Polynomially Efficient Emphatic Temporal Difference Learning Method
ICLR 2022
When Will Generative Adversarial Imitation Learning Algorithms Attain Global Convergence
AISTATS 2021
Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack
AAAI 2020