Alaa Maalouf
13 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
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Conferences
NIPS (5)
ICML (4)
AISTATS (1)
ICCV (1)
ICLR (1)
RSS (1)
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Keywords
approximation algorithm
(4)
coreset construction
(4)
model compression
(2)
caratheodory theorem
(2)
neural network training
(1)
anomaly detection
(1)
neural network pruning
(1)
k-means clustering
(1)
semantic segmentation
(1)
function approximation
(1)
point cloud registration
(1)
data subset selection
(1)
knowledge distillation
(1)
multimodal learning
(1)
low-rank decomposition
(1)
logistic regression
(1)
scene representation
(1)
lasso regression
(1)
data compression
(1)
ridge regression
(1)
Papers
Large Scale Dataset Distillation with Domain Shift
ICML 2024
Provable Data Subset Selection For Efficient Neural Networks Training
ICML 2023
AutoCoreset: An Automatic Practical Coreset Construction Framework
ICML 2023
ConceptFusion: Open-set multimodal 3D mapping
RSS 2023
On the Size and Approximation Error of Distilled Datasets
NIPS 2023
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
NIPS 2022
Coresets for Data Discretization and Sine Wave Fitting
AISTATS 2022
Provably Approximated Point Cloud Registration
ICCV 2021
Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition
NIPS 2021
Deep Learning meets Projective Clustering
ICLR 2021
Sets Clustering
ICML 2020
Coresets for Near-Convex Functions
NIPS 2020
Fast and Accurate Least-Mean-Squares Solvers
NIPS 2019