Sepideh Mahabadi
10 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze
π
Keyword Champion
(2)
π
Renaissance Researcher
(5)
β
The Questioner
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
greedy algorithm
(2)
composable coreset
(2)
determinant maximization
(2)
nearest neighbor search
(2)
approximation algorithm
(2)
locality sensitive hashing
(2)
differential privacy
(2)
map inference
(1)
uniform sampling
(1)
algorithmic fairness
(1)
approximate nearest neighbor
(1)
determinantal point process
(1)
coreset construction
(1)
kernel density estimation
(1)
matrix approximation
(1)
approximate matching
(1)
bandit optimization
(1)
similarity function
(1)
high-dimensional data
(1)
streaming algorithm
(1)
Papers
Graph-Based Algorithms for Diverse Similarity Search
ICML 2025
Efficiently Computing Similarities to Private Datasets
ICLR 2024
Approximation Algorithms for Fair Range Clustering
ICML 2023
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal
NeurIPS 2023
Core-sets for Fair and Diverse Data Summarization
NeurIPS 2023
Differentially Private Approximate Near Neighbor Counting in High Dimensions
NeurIPS 2023
Tight Bounds for Volumetric Spanners and Applications
NeurIPS 2023
Individual Fairness for k-Clustering
ICML 2020
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
ICML 2019
Near Neighbor: Who is the Fairest of Them All?
NeurIPS 2019