Insoon Yang
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (5)
π
Interdisciplinary Bridge
π
Cross-Pollinator
(5)
π
Renaissance Researcher
(5)
π
Keyword Champion
(3)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
L4DC (3)
ICML (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
accelerated gradient method
(3)
optimal control
(2)
convergence rate
(2)
model-based learning
(1)
dynamic programming
(1)
gradient descent
(1)
nesterov method
(1)
value estimation
(1)
differential equation
(1)
accelerated gradient
(1)
strongly convex optimization
(1)
continuous time
(1)
regret bound
(1)
first-order method
(1)
linear bandit
(1)
strongly convex
(1)
meta-reinforcement learning
(1)
momentum method
(1)
markov decision process
(1)
convex optimization
(1)
Papers
Approximate Thompson Sampling for Learning Linear Quadratic Regulators with $O(\sqrtT)$ Regret
L4DC 2025
On task-relevant loss functions in meta-reinforcement learning
L4DC 2024
Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels
NIPS 2023
Unifying Nesterovβs Accelerated Gradient Methods for Convex and Strongly Convex Objective Functions
ICML 2023
Improved Regret Analysis for Variance-Adaptive Linear Bandits and Horizon-Free Linear Mixture MDPs
NIPS 2022
Accelerated Gradient Methods for Geodesically Convex Optimization: Tractable Algorithms and Convergence Analysis
ICML 2022
Hamilton-Jacobi Deep Q-Learning for Deterministic Continuous-Time Systems with Lipschitz Continuous Controls
JMLR 2021
Hamilton-Jacobi-Bellman Equations for Q-Learning in Continuous Time
L4DC 2020