Marek Elias
10 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Keyword Champion
(4)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Mathematics & Optimization
(7)
Optimization
(7)
Optimization & Theory
(5)
Learning Types
(4)
Computer Science
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Security & Privacy
(1)
Applications
(1)
Core Methods
(1)
Differential Privacy
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
online algorithm
(7)
prediction error
(4)
learning-augmented algorithm
(4)
metrical task system
(3)
competitive ratio
(2)
bandit feedback
(2)
correlation clustering
(1)
vertex cover
(1)
regret
(1)
clustering algorithm
(1)
regret bound
(1)
approximation algorithm
(1)
lower bound
(1)
cache management
(1)
bandit learning
(1)
steiner tree
(1)
additive error
(1)
predictor combination
(1)
paging algorithm
(1)
one-bit prediction
(1)
Papers
Approximation algorithms for combinatorial optimization with predictions
ICLR 2025
Learning-Augmented Algorithms for MTS with Bandit Access to Multiple Predictors
ICML 2025
Algorithms for Caching and MTS with reduced number of predictions
ICLR 2024
Bandits with Knapsacks and Predictions
UAI 2024
Learning-Augmented Algorithms with Explicit Predictors
NeurIPS 2024
Mixing Predictions for Online Metric Algorithms
ICML 2023
Paging with Succinct Predictions
ICML 2023
Differentially Private Correlation Clustering
ICML 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds
NeurIPS 2021
Online metric algorithms with untrusted predictions
ICML 2020