João M. Pereira

According to our database, João M. Pereira authored at least 12 papers between 2017 and 2022.

Collaborative distances:

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

2022

Identifying Latent Stochastic Differential Equations.

Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh

IEEE Trans. Signal Process., 2022

Tensor Moments of Gaussian Mixture Models: Theory and Applications.

João M. Pereira, Joe Kileel, Tamara G. Kolda

CoRR, 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

Deep Extreme Value Copulas for Estimation and Sampling.

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

CoRR, 2021

Landscape analysis of an improved power method for tensor decomposition.

Joe Kileel, Timo Klock, João M. Pereira

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Learning latent stochastic differential equations with variational auto-encoders.

Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh

CoRR, 2020

Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means.

Yuting Ng, João M. Pereira, Denis Garagic, Vahid Tarokh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Partial Differential Equations From Data Using Neural Networks.

Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Multireference Alignment Is Easier With an Aperiodic Translation Distribution.

Emmanuel Abbe, Tamir Bendory, William E. Leeb, João M. Pereira, Nir Sharon, Amit Singer

IEEE Trans. Inf. Theory, 2019

Subspace power method for symmetric tensor decomposition and generalized PCA.

Joe Kileel, João M. Pereira

CoRR, 2019

2018

Estimation in the Group Action Channel.

Emmanuel Abbe, João M. Pereira, Amit Singer

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

2017

Sample complexity of the boolean multireference alignment problem.

Emmanuel Abbe, João M. Pereira, Amit Singer

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017