Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Marcel Nassar

Implicit SVD for Graph Representation Learning

Nov 11, 2021
Sami Abu-El-Haija, Hesham Mostafa, Marcel Nassar, Valentino Crespi, Greg Ver Steeg, Aram Galstyan

* Advances in Neural Information Processing Systems (NeurIPS) 2021 

  Access Paper or Ask Questions

On Local Aggregation in Heterophilic Graphs

Jun 06, 2021
Hesham Mostafa, Marcel Nassar, Somdeb Majumdar

  Access Paper or Ask Questions

Structured Citation Trend Prediction Using Graph Neural Networks

Apr 06, 2021
Daniel Cummings, Marcel Nassar

* Appeared in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020. 5 pages, 5 figures 

  Access Paper or Ask Questions

Permutohedral-GCN: Graph Convolutional Networks with Global Attention

Mar 02, 2020
Hesham Mostafa, Marcel Nassar

  Access Paper or Ask Questions

Hierarchical Bipartite Graph Convolution Networks

Dec 13, 2018
Marcel Nassar

* Appeared in the Workshop on Relational Representation Learning (R2L) at NIPS 2018. 5 pages, 2 figures 

  Access Paper or Ask Questions

Conditional Graph Neural Processes: A Functional Autoencoder Approach

Dec 13, 2018
Marcel Nassar, Xin Wang, Evren Tumer

* 3 pages, 1 figure, 1 table, published in the Third Workshop on Bayesian Deep Learning (NeurIPS 2018), Montr\'eal, Canada 

  Access Paper or Ask Questions

Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks

Dec 02, 2017
Urs Köster, Tristan J. Webb, Xin Wang, Marcel Nassar, Arjun K. Bansal, William H. Constable, Oğuz H. Elibol, Scott Gray, Stewart Hall, Luke Hornof, Amir Khosrowshahi, Carey Kloss, Ruby J. Pai, Naveen Rao

* 14 pages, 5 figures, accepted in Neural Information Processing Systems 2017 

  Access Paper or Ask Questions

A Factor Graph Approach to Joint OFDM Channel Estimation and Decoding in Impulsive Noise Environments

Jun 07, 2013
Marcel Nassar, Philip Schniter, Brian L. Evans

* 13 pages, 9 figures, submitted to IEEE Transactions on Signal Processing 

  Access Paper or Ask Questions

Impulsive Noise Mitigation in Powerline Communications Using Sparse Bayesian Learning

Mar 05, 2013
Jing Lin, Marcel Nassar, Brian L. Evans

* To appear in IEEE Journal on Selected Areas of Communications 

  Access Paper or Ask Questions

Active Bayesian Optimization: Minimizing Minimizer Entropy

Feb 09, 2012
Il Memming Park, Marcel Nassar, Mijung Park

  Access Paper or Ask Questions