Marek Elias
10 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(8)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(12)
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Century Club
(10)
Conferences
ICML (5)
ICLR (2)
NIPS (2)
UAI (1)
Top co-authors
Research topics
Keywords
online algorithm
(5)
learning-augmented algorithm
(3)
prediction error
(2)
metrical task system
(2)
correlation clustering
(1)
clustering algorithm
(1)
lower bound
(1)
competitive ratio
(1)
cache management
(1)
additive error
(1)
predictor combination
(1)
paging algorithm
(1)
one-bit prediction
(1)
prediction mixing
(1)
dynamic predictor combination
(1)
k-server problem
(1)
power management
(1)
ski rental problem
(1)
idle period prediction
(1)
paging problem
(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
NIPS 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
NIPS 2021
Online metric algorithms with untrusted predictions
ICML 2020