Christopher John Quinn
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5)
π
Grand Slam
π
Triple Crown
Conferences
ICML (3)
UAI (2)
AAAI (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(4)
submodular maximization
(3)
stochastic optimization
(2)
combinatorial multi-armed bandit
(2)
multi-armed bandit
(2)
influence maximization
(1)
greedy optimization
(1)
approximation algorithm
(1)
sublinear regret
(1)
gradient ascent
(1)
constraint violation
(1)
full-bandit feedback
(1)
knapsack constraint
(1)
offline algorithm
(1)
k-submodular function
(1)
stochastic-greedy algorithm
(1)
submodular reward
(1)
social influence maximization
(1)
submodular optimization
(1)
offline algorithm adaptation
(1)
Papers
Causal Logistic Bandits with Counterfactual Fairness Constraints
ICML 2025
Combinatorial Stochastic-Greedy Bandit
AAAI 2024
Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization
ICLR 2024
Conditionally-Conjugate Gaussian Process Factor Analysis for Spike Count Data via Data Augmentation
ICML 2024
Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
NIPS 2024
A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback
ICML 2023
Size-constrained k-submodular maximization in near-linear time
UAI 2023
An explore-then-commit algorithm for submodular maximization under full-bandit feedback
UAI 2022