Murad Tukan
10 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (4)
π
Cross-Pollinator
(6)
π
Century Club
(10)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (4)
ICML (3)
AISTATS (2)
IJCAI (1)
Top co-authors
Keywords
coreset construction
(5)
approximation algorithm
(4)
submodular maximization
(2)
model compression
(1)
neural network training
(1)
non-convex optimization
(1)
robust regression
(1)
logistic regression
(1)
k-means clustering
(1)
function approximation
(1)
data subset selection
(1)
knowledge distillation
(1)
cardinality constraint
(1)
data compression
(1)
kernel ridge regression
(1)
excess risk
(1)
query complexity
(1)
approximation error
(1)
subset selection
(1)
anomaly detection
(1)
Papers
Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization
IJCAI 2024
Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint
NIPS 2024
Provable Data Subset Selection For Efficient Neural Networks Training
ICML 2023
AutoCoreset: An Automatic Practical Coreset Construction Framework
ICML 2023
On the Size and Approximation Error of Distilled Datasets
NIPS 2023
Coresets for Data Discretization and Sine Wave Fitting
AISTATS 2022
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
NIPS 2022
New Coresets for Projective Clustering and Applications
AISTATS 2022
Sets Clustering
ICML 2020
Coresets for Near-Convex Functions
NIPS 2020