Adam Polak
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (6)
🗺️
Taxonomy Completionist
(14)
Conferences
ICML (4)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
online algorithm
(5)
learning-augmented algorithm
(3)
prediction error
(2)
metrical task system
(2)
decision tree
(1)
machine learning prediction
(1)
competitive ratio
(1)
cache management
(1)
worst-case guarantee
(1)
predictor combination
(1)
paging algorithm
(1)
one-bit prediction
(1)
prediction mixing
(1)
dynamic predictor combination
(1)
explainable clustering
(1)
k-server problem
(1)
power management
(1)
ski rental problem
(1)
idle period prediction
(1)
oblivious algorithm
(1)
Papers
Approximation algorithms for combinatorial optimization with predictions
ICLR 2025
Mixing Predictions for Online Metric Algorithms
ICML 2023
Paging with Succinct Predictions
ICML 2023
Nearly-Tight and Oblivious Algorithms for Explainable Clustering
NIPS 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds
NIPS 2021
Robust Learning-Augmented Caching: An Experimental Study
ICML 2021
Online metric algorithms with untrusted predictions
ICML 2020