Khalil Elkhalil

According to our database, Khalil Elkhalil authored at least 29 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Characteristic Neural Ordinary Differential Equation.

Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Score-Based Hypothesis Testing for Unnormalized Models.

Suya Wu, Enmao Diao, Khalil Elkhalil, Jie Ding, Vahid Tarokh

IEEE Access, 2022

Modeling extremes with d-max-decreasing neural networks.

Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2021

Cost-sensitive design of quadratic discriminant analysis for imbalanced data.

Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri

Pattern Recognit. Lett., 2021

Characteristic Neural Ordinary Differential Equations.

Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh

CoRR, 2021

Deep Extreme Value Copulas for Estimation and Sampling.

Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh

CoRR, 2021

Generative Archimedean copulas.

Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Fisher Auto-Encoders.

Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data.

Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri

IEEE Trans. Signal Process., 2020

A Large Dimensional Study of Regularized Discriminant Analysis.

Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

IEEE Trans. Signal Process., 2020

Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings.

Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri

CoRR, 2020

2019

Asymptotic Performance of Linear Discriminant Analysis with Random Projections.

Khalil Elkhalil, Abla Kammoun, A. Robert Calderbank, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Measurement Selection: A Random Matrix Theory Approach.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

IEEE Trans. Wirel. Commun., 2018

Regularized Discriminant Analysis: A Large Dimensional Study.

Xiaoke Yang, Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

IEEE Signal Process. Lett., 2017

Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Signal Process., 2017

Asymptotic performance of regularized quadratic discriminant analysis based classifiers.

Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

2016

Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

IEEE Trans. Signal Process., 2016

On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing.

Khalil Elkhalil, Mohammed E. Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami

IEEE Trans. Commun., 2016

Blind Measurement Selection: A Random Matrix Theory Approach.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

CoRR, 2016

Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks.

Khalil Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami

Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Proceedings of the IEEE International Symposium on Information Theory, 2016

A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO.

Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

2015

Opportunistic Relay Selection With Limited Feedback.

Mohammed E. Eltayeb, Khalil Elkhalil, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri

IEEE Trans. Commun., 2015

On the Feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing.

Khalil M. Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami

CoRR, 2015

Relay Selection with Limited and Noisy Feedback.

Mohammed E. Eltayeb, Khalil Elkhalil, Abdullahi Abubakar Mas'ud, Tareq Y. Al-Naffouri

Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Distributed User Selection in Network MIMO Systems with Limited Feedback.

Khalil Elkhalil, Mohammed Eltayeb, Hayssam Dahrouj, Tareq Y. Al-Naffouri

Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

2014

Opportunistic relay selection in multicast relay networks using compressive sensing.

Khalil Elkhalil, Mohammed Eltayeb, Hussain Shibli, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri

Proceedings of the IEEE Global Communications Conference, 2014

2013

Joint Channel Estimation and Decision Directed Decoding for OFDM-IDMA Systems over Sparse Channels.

Khalil Elkhalil, Leïla Najjar Atallah, Hichem Besbes

Proceedings of the European Wireless 2013, 2013