Khalil Elkhalil

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 29

Top Topics

Discriminant Analysis

Dimensional Data

Compressive Sensing

Relay Selection

Top Venues

IEEE Trans. Signal Process.

Publications

Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh
Characteristic Neural Ordinary Differential Equation. ICLR (2023)
Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
Modeling extremes with d-max-decreasing neural networks. UAI (2022)
Suya Wu, Enmao Diao, Khalil Elkhalil, Jie Ding, Vahid Tarokh
Score-Based Hypothesis Testing for Unnormalized Models. IEEE Access 10 (2022)
Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh
Characteristic Neural Ordinary Differential Equations. CoRR (2021)
Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh
Generative Archimedean copulas. UAI (2021)
Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh
Generative Archimedean Copulas. CoRR (2021)
Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Cost-sensitive design of quadratic discriminant analysis for imbalanced data. Pattern Recognit. Lett. 149 (2021)
Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh
Deep Extreme Value Copulas for Estimation and Sampling. CoRR (2021)
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
Fisher Auto-Encoders. AISTATS (2021)
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. ICASSP (2020)
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data. IEEE Trans. Signal Process. 68 (2020)
Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh
Fisher Auto-Encoders. CoRR (2020)
Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings. CoRR (2020)
Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
A Large Dimensional Study of Regularized Discriminant Analysis. IEEE Trans. Signal Process. 68 (2020)
Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. CoRR (2019)
Khalil Elkhalil, Abla Kammoun, A. Robert Calderbank, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Asymptotic Performance of Linear Discriminant Analysis with Random Projections. ICASSP (2019)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Measurement Selection: A Random Matrix Theory Approach. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Xiaoke Yang, Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Regularized Discriminant Analysis: A Large Dimensional Study. ISIT (2018)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications. CoRR (2017)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications. IEEE Signal Process. Lett. 24 (9) (2017)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators. Signal Process. 135 (2017)
Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Asymptotic performance of regularized quadratic discriminant analysis based classifiers. MLSP (2017)
Khalil Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami
Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks. SPAWC (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Fluctuations of the SNR at the output of the MVDR with Regularized Tyler Estimators. CoRR (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications. IEEE Trans. Signal Process. 64 (10) (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Blind Measurement Selection: A Random Matrix Theory Approach. CoRR (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices. ISIT (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO. GLOBECOM Workshops (2016)
Khalil Elkhalil, Mohammed E. Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami
On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing. IEEE Trans. Commun. 64 (4) (2016)
Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini
Analytical Derivation of the Inverse Moments of One-sided Correlated Gram Matrices with Applications. CoRR (2015)
Mohammed E. Eltayeb, Khalil Elkhalil, Abdullahi Abubakar Mas'ud, Tareq Y. Al-Naffouri
Relay Selection with Limited and Noisy Feedback. VTC Fall (2015)
Khalil Elkhalil, Mohammed Eltayeb, Hayssam Dahrouj, Tareq Y. Al-Naffouri
Distributed User Selection in Network MIMO Systems with Limited Feedback. VTC Fall (2015)
Mohammed E. Eltayeb, Khalil Elkhalil, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri
Opportunistic Relay Selection With Limited Feedback. IEEE Trans. Commun. 63 (8) (2015)
Khalil Elkhalil, Mohammed Eltayeb, Hussain Shibli, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri
Opportunistic relay selection in multicast relay networks using compressive sensing. GLOBECOM (2014)
Khalil Elkhalil, Leïla Najjar Atallah, Hichem Besbes
Joint Channel Estimation and Decision Directed Decoding for OFDM-IDMA Systems over Sparse Channels. EW (2013)