Search Results - "Jubran, Ibrahim"

Coresets for the Average Case Error for Finite Query Sets by Maalouf, Alaa, Jubran, Ibrahim, Tukan, Murad, Feldman, Dan

“…Coreset is usually a small weighted subset of an input set of items, that provably approximates their loss function for a given set of queries (models,…”
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Autonomous Toy Drone via Coresets for Pose Estimation by Nasser, Soliman, Jubran, Ibrahim, Feldman, Dan

“…A coreset of a dataset is a small weighted set, such that querying the coreset provably yields a ( 1 + ε )-factor approximation to the original (full) dataset,…”
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Hospitalization patterns in HD patients in the Kingdom of Saudi Arabia: A comprehensive cohort study by Abderrahim, Ezzedine, Moussa, Ayman S., Ahmed, Mahmoud, Alobaili, Saad, Dridi, Afef, Jubran, Ibrahim A., Al‐Badr, Wisam H. A., Jacobson, Stefan H.

“…Introduction The rate of hospitalization represents a morbidity indicator in HD patients. The study aimed to evaluate hospitalization patterns in a large HD…”
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Aligning Points to Lines: Provable Approximations by Jubran, Ibrahim, Feldman, Dan

“…We suggest a new optimization technique for minimizing the sum <inline-formula><tex-math notation="LaTeX">\sum _{i=1}^n g_i(x)</tex-math>…”
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Fast and Accurate Least-Mean-Squares Solvers for High Dimensional Data by Maalouf, Alaa, Jubran, Ibrahim, Feldman, Dan

“…Least-mean-squares (LMS) solvers such as Linear / Ridge-Regression and SVD not only solve fundamental machine learning problems, but are also the building…”
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Toxic effect of cathinone (an active principle of Catha edulis) on brain lipids in Swiss albino mice by Mohammed M. Safhi, M. F. Alam, Ibrahim Abdu Jubran Khardali, Sohail Hussain, Mohammed Abdul Hakeem Siddiqui, Gulrana Khuwaja, Rashad Mohammed Al-Sanosi, Fakhrul Islam

“…The leaves of khat plant (Catha edulis) are widely consumed by people of East African countries and Arabian Peninsula for their pleasurable and stimulating…”
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Cathinone, an active principle of Catha edulis, accelerates oxidative stress in the limbic area of swiss albino mice by Safhi, Mohammed M., Alam, Mohammad Firoz, Hussain, Sohail, Hakeem Siddiqui, Mohammed Abdul, Khuwaja, Gulrana, Jubran Khardali, Ibrahim Abdu, Al-Sanosi, Rashad Mohammed, Islam, Fakhrul

“…Cathinone hydrochloride is an active principle of the khat plant (Catha edulis) that produces pleasurable and stimulating effects in khat chewers. To the best…”
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Overview of accurate coresets by Jubran, Ibrahim, Maalouf, Alaa, Feldman, Dan

“…A coreset of an input set is its small summarization, such that solving a problem on the coreset as its input, provably yields the same result as solving the…”
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MO859: Factors Affecting Immune Response to Hepatitis B Vaccination Among Chronic Hemodialysis Patients in Saudi Arabia by Belarbia, Anis, Ekrikpo, Udeme, S. Moussa, Ayman, Dridi, Afef, Jubran, Ibrahim, Alobaili, Saad, Alahmadi, Salwa, Albadr, Wisam

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P1463AMORTALITY AND HOSPITALIZATION PATTERNS IN ELDERLY HEMODIALYSIS PATIENTS. A LARGE SAUDI STUDY by Moussa, Ayman, Abderrahim, Ezzedine, Dridi, Afef, Jubran, Ibrahim, Alobaili, Saad, Alahmadi, Salwa, Albadr, Wisam

“…Abstract Background and Aims The aim of the study was to analyze hospitalization and mortality parameters in Saudi elderly patients undergoing hemodialysis for…”
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Composite Comorbidity Scoring System to Predict Mortality in a Saudi Dialysis Population: PO1046 by Abderrahim, Ezzedine, Moussa, Ayman S., Dridi, Afef, Jubran, Ibrahim A., Alobaili, Saad S., AlAhmadi, Salwa I., Al-Badr, Wisam H.

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Provably Approximated Point Cloud Registration by Jubran, Ibrahim, Maalouf, Alaa, Kimmel, Ron, Feldman, Dan

“…The goal of the alignment problem is to align a (given) point cloud P = {p 1 , ⋯,p n } to another (observed) point cloud Q = {q 1 , ⋯,q n }. That is, to…”
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Computational Geometry for Machine Learning and Computer Vision: Practical Provable Approximations by Jubran, Ibrahim, ןארבו׳ג, םיהרבא

“…Machine learning and computer vision are arguably two of the most popular and active fields of research in modern times. However, algorithms developed in those…”
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Approximation Algorithms for Aligning Points to Lines with Applications to Visual Tracking by Jubran, Ibrahim

“…We consider the problem of aligning (rotating and translating) a set of points to a corresponding set of lines, both on the plane. That is, computing the…”
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Introduction to Coresets: Approximated Mean by Maalouf, Alaa, Jubran, Ibrahim, Feldman, Dan

“…A \emph{strong coreset} for the mean queries of a set $P$ in ${\mathbb{R}}^d$ is a small weighted subset $C\subseteq P$, which provably approximates its sum of…”
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Unsupervised High-Fidelity Facial Texture Generation and Reconstruction by Slossberg, Ron, Jubran, Ibrahim, Kimmel, Ron

“…Many methods have been proposed over the years to tackle the task of facial 3D geometry and texture recovery from a single image. Such methods often fail to…”
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Aligning Points to Lines: Provable Approximations by Jubran, Ibrahim, Feldman, Dan

“…We suggest a new optimization technique for minimizing the sum $\sum_{i=1}^n f_i(x)$ of $n$ non-convex real functions that satisfy a property that we call…”
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Newton-PnP: Real-time Visual Navigation for Autonomous Toy-Drones by Jubran, Ibrahim, Fares, Fares, Alfassi, Yuval, Ayoub, Firas, Feldman, Dan

“…The Perspective-n-Point problem aims to estimate the relative pose between a calibrated monocular camera and a known 3D model, by aligning pairs of 2D captured…”
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Coresets for Decision Trees of Signals by Jubran, Ibrahim, Shayda, Ernesto Evgeniy Sanches, Newman, Ilan, Feldman, Dan

“…A $k$-decision tree $t$ (or $k$-tree) is a recursive partition of a matrix (2D-signal) into $k\geq 1$ block matrices (axis-parallel rectangles, leaves) where…”
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CoBe - Coded Beacons for Localization, Object Tracking, and SLAM Augmentation by Rabinovich, Roman, Jubran, Ibrahim, Wetzler, Aaron, Kimmel, Ron

“…This paper presents a novel beacon light coding protocol, which enables fast and accurate identification of the beacons in an image. The protocol is provably…”
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