Kostas Kollias
10 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
π Conference Polyglot (6) π Renaissance Researcher (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(31)
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(60)
π
Conference Pioneer
π
Century Club
(10)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
AAAI (3)
AISTATS (2)
NIPS (2)
ALT (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
game theory
(3)
regret bound
(2)
machine learning prediction
(2)
contextual bandit
(2)
graph algorithm
(2)
network flow
(2)
prediction equilibrium
(2)
dynamic traffic assignment
(2)
machine learning
(2)
online learning
(2)
approximation algorithm
(2)
graph representation
(1)
graph optimization
(1)
incentive mechanism
(1)
mallows model
(1)
trajectory prediction
(1)
convex optimization
(1)
algorithm optimization
(1)
online algorithm
(1)
mechanism design
(1)
Papers
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making
AAAI 2024
First Passage Percolation with Queried Hints
AISTATS 2024
Deep Learning-Based Alternative Route Computation
AISTATS 2024
Prediction Equilibrium for Dynamic Network Flows
JMLR 2023
Online Learning for Traffic Navigation in Congested Networks
ALT 2023
Congested Bandits: Optimal Routing via Short-term Resets
ICML 2022
Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment
AAAI 2022
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms
NIPS 2021
Adaptive Probing Policies for Shortest Path Routing
NIPS 2020
You Get What You Share: Incentives for a Sharing Economy
AAAI 2019