Sungjin Im
9 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Keyword Champion
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
machine-learned prediction
(3)
competitive ratio
(3)
online algorithm
(3)
approximation algorithm
(2)
sample complexity
(1)
uniform sampling
(1)
worst-case analysis
(1)
binary search
(1)
primal-dual algorithm
(1)
query complexity
(1)
coreset construction
(1)
support vector machine
(1)
greedy algorithm
(1)
learning-augmented algorithm
(1)
decision tree
(1)
noise removal
(1)
distributional prediction
(1)
earth mover distance
(1)
knapsack problem
(1)
load balancing
(1)
Papers
Binary Search with Distributional Predictions
NeurIPS 2024
Sampling for Beyond-Worst-Case Online Ranking
AAAI 2024
Min-Max Submodular Ranking for Multiple Agents
AAAI 2023
Algorithms with Prediction Portfolios
NeurIPS 2022
Parsimonious Learning-Augmented Caching
ICML 2022
Faster Matchings via Learned Duals
NeurIPS 2021
Online Knapsack with Frequency Predictions
NeurIPS 2021
Fast Noise Removal for k-Means Clustering
AISTATS 2020
Unconditional Coresets for Regularized Loss Minimization
AISTATS 2020