Sepideh Mahabadi
10 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (8) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Interdisciplinary Bridge
π
Conference Polyglot
(3)
π
Academic Marathon
(6)
β‘
Prolific Year
(5)
β
The Questioner
π
Century Club
(10)
Conferences
NIPS (5)
ICML (4)
ICLR (1)
Top co-authors
Keywords
nearest neighbor search
(2)
greedy algorithm
(2)
determinant maximization
(2)
locality-sensitive hashing
(2)
approximation algorithm
(2)
map inference
(1)
locality sensitive hashing
(1)
matrix approximation
(1)
determinantal point process
(1)
streaming algorithm
(1)
bandit optimization
(1)
high-dimensional datum
(1)
approximation theory
(1)
approximation guarantee
(1)
fairness constraint
(1)
fair clustering
(1)
individual fairness
(1)
local search algorithm
(1)
local search
(1)
approximate algorithm
(1)
Papers
Graph-Based Algorithms for Diverse Similarity Search
ICML 2025
Efficiently Computing Similarities to Private Datasets
ICLR 2024
Composable Coresets for Determinant Maximization: Greedy is Almost Optimal
NIPS 2023
Differentially Private Approximate Near Neighbor Counting in High Dimensions
NIPS 2023
Core-sets for Fair and Diverse Data Summarization
NIPS 2023
Approximation Algorithms for Fair Range Clustering
ICML 2023
Tight Bounds for Volumetric Spanners and Applications
NIPS 2023
Individual Fairness for k-Clustering
ICML 2020
Near Neighbor: Who is the Fairest of Them All?
NIPS 2019
Composable Core-sets for Determinant Maximization: A Simple Near-Optimal Algorithm
ICML 2019