Dylan Foster
10 papers · 2018–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(7)
Mathematics & Optimization
(5)
Optimization
(4)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
regret bound
(3)
contextual bandit
(3)
online learning
(2)
function approximation
(2)
sample complexity
(2)
chain-of-thought reasoning
(1)
curriculum learning
(1)
statistical learning theory
(1)
stochastic convex optimization
(1)
system identification
(1)
linear quadratic regulator
(1)
mirror descent
(1)
adaptive control
(1)
minimax regret
(1)
multi-armed bandit
(1)
markov random field
(1)
spectral radius
(1)
distributed learning
(1)
graph theory
(1)
reinforcement learning
(1)
Papers
Learning to Reason with Curriculum I: Provable Benefits of Autocurriculum
COLT 2026
Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective
COLT 2021
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
ICML 2020
Learning nonlinear dynamical systems from a single trajectory
L4DC 2020
Logarithmic Regret for Adversarial Online Control
ICML 2020
Naive Exploration is Optimal for Online LQR
ICML 2020
Tight Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance
ICML 2020
Distributed Learning with Sublinear Communication
ICML 2019
Inference in Sparse Graphs with Pairwise Measurements and Side Information
AISTATS 2018
Practical Contextual Bandits with Regression Oracles
ICML 2018