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Alaa Maalouf | Researchclopedia

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Alaa Maalouf

Citigroup ORCID

56

Works

340

Citations

7

h-index

7

i10-index

Research Topics

Sparse and Compressive Sensing Techniques Advanced Neural Network Applications Stochastic Gradient Optimization Techniques

Affiliations

Citigroup2024–2026

Dominica State College2025–2026

Minerals Technologies (United States)2025–2025

Massachusetts Institute of Technology2024–2026

University of Haifa2019–2026

Top Works

ConceptFusion: Open-set multimodal 3D mapping

Krishna Murthy Jatavallabhula,Alihusein Kuwajerwala,et al.

2023171 citations

Machine Learning and Algorithms

Advanced Image and Video Retrieval Techniques

Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models

Tsun-Hsuan Wang,Alaa Maalouf,et al.

202422 citations

Compressing Neural Networks: Towards Determining the Optimal Layer-wise\n Decomposition

Lucas Liebenwein,Alaa Maalouf,et al.

202117 citations

Follow Anything: Open-Set Detection, Tracking, and Following in Real-Time

Alaa Maalouf,Ninad Jadhav,et al.

202416 citations

Introduction to Coresets: Accurate Coresets

Ibrahim Jubran,Alaa Maalouf,et al.

201915 citations

Tight Sensitivity Bounds For Smaller Coresets

Alaa Maalouf,Adiel Statman,et al.

202011 citations

Fast and Accurate Least-Mean-Squares Solvers

Alaa Maalouf,Ibrahim Jubran,et al.

201910 citations

Coresets for Near-Convex Functions

Murad Tukan,Alaa Maalouf,et al.

20207 citations

A Unified Approach to Coreset Learning

Alaa Maalouf,Gilad Eini,et al.

20226 citations