Kostas Kollias
10 papers · 2019–2024 · 6 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
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πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π§¬
Topic Evolution
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(60)
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(8)
Optimization
(8)
Artificial Intelligence
(6)
Core AI
(6)
Optimization & Theory
(6)
Learning Types
(5)
Computer Science
(2)
Foundations
(2)
Mathematics
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
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
Deep Learning-Based Alternative Route Computation
AISTATS 2024
First Passage Percolation with Queried Hints
AISTATS 2024
When Are Two Lists Better than One?: Benefits and Harms in Joint Decision-Making
AAAI 2024
Online Learning for Traffic Navigation in Congested Networks
ALT 2023
Prediction Equilibrium for Dynamic Network Flows
JMLR 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
NeurIPS 2021
Adaptive Probing Policies for Shortest Path Routing
NeurIPS 2020
You Get What You Share: Incentives for a Sharing Economy
AAAI 2019