Khalil Elkhalil

35 papers A* 1A 3B 3Misc 2Journal 20Unranked 6
YearRankTypeTitle / Venue / Authors
2023 A* conf
Characteristic Neural Ordinary Differential Equation.
ICLR
Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh
2022 A conf
Modeling extremes with d-max-decreasing neural networks.
UAI
Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
2022 J jnl
Score-Based Hypothesis Testing for Unnormalized Models.
IEEE Access
Suya Wu, Enmao Diao, Khalil Elkhalil, Jie Ding, Vahid Tarokh
2021 J jnl
Characteristic Neural Ordinary Differential Equations.
CoRR
Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh
2021 J jnl
Cost-sensitive design of quadratic discriminant analysis for imbalanced data.
Pattern Recognit. Lett.
Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2021 J jnl
Deep Extreme Value Copulas for Estimation and Sampling.
CoRR
Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
2021 A conf
Fisher Auto-Encoders.
AISTATS
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
2021 J jnl
Generative Archimedean Copulas.
CoRR
Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh
2021 A conf
Generative Archimedean copulas.
UAI
Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh
2020 J jnl
A Large Dimensional Study of Regularized Discriminant Analysis.
IEEE Trans. Signal Process.
Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2020 J jnl
Fisher Auto-Encoders.
CoRR
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
2020 J jnl
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings.
CoRR
Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2020 J jnl
Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data.
IEEE Trans. Signal Process.
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2020 Misc conf
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data.
ICASSP
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2019 Misc conf
Asymptotic Performance of Linear Discriminant Analysis with Random Projections.
ICASSP
Khalil Elkhalil, Abla Kammoun, A. Robert Calderbank, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2019 J jnl
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data.
CoRR
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
2018 J jnl
Measurement Selection: A Random Matrix Theory Approach.
IEEE Trans. Wirel. Commun.
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2018 B conf
Regularized Discriminant Analysis: A Large Dimensional Study.
ISIT
Xiaoke Yang, Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2017 — conf
Asymptotic performance of regularized quadratic discriminant analysis based classifiers.
MLSP
Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2017 J jnl
Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators.
Signal Process.
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2017 J jnl
Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications.
IEEE Signal Process. Lett.
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2017 J jnl
Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications.
CoRR
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 — conf
A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO.
GLOBECOM Workshops
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 J jnl
Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications.
IEEE Trans. Signal Process.
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 J jnl
Blind Measurement Selection: A Random Matrix Theory Approach.
CoRR
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 — conf
Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks.
SPAWC
Khalil Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami
2016 B conf
Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices.
ISIT
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 J jnl
Fluctuations of the SNR at the output of the MVDR with Regularized Tyler Estimators.
CoRR
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2016 J jnl
On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing.
IEEE Trans. Commun.
Khalil Elkhalil, Mohammed E. Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami
2015 J jnl
Analytical Derivation of the Inverse Moments of One-sided Correlated Gram Matrices with Applications.
CoRR
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
2015 — conf
Distributed User Selection in Network MIMO Systems with Limited Feedback.
VTC Fall
Khalil Elkhalil, Mohammed Eltayeb, Hayssam Dahrouj, Tareq Y. Al-Naffouri
2015 J jnl
Opportunistic Relay Selection With Limited Feedback.
IEEE Trans. Commun.
Mohammed E. Eltayeb, Khalil Elkhalil, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri
2015 — conf
Relay Selection with Limited and Noisy Feedback.
VTC Fall
Mohammed E. Eltayeb, Khalil Elkhalil, Abdullahi Abubakar Mas'ud, Tareq Y. Al-Naffouri
2014 B conf
Opportunistic relay selection in multicast relay networks using compressive sensing.
GLOBECOM
Khalil Elkhalil, Mohammed Eltayeb, Hussain Shibli, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri
2013 — conf
Joint Channel Estimation and Decision Directed Decoding for OFDM-IDMA Systems over Sparse Channels.
EW
Khalil Elkhalil, Leïla Najjar Atallah, Hichem Besbes