João M. Pereira

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 17

Top Topics

Tensor Decomposition

Reliable Detection

Sample Complexity

Gaussian Mixture

Top Venues

IEEE Trans. Inf. Theory

Publications

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)
Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
Identifying Latent Stochastic Differential Equations. IEEE Trans. Signal Process. 70 (2022)
João M. Pereira, Joe Kileel, Tamara G. Kolda
Tensor Moments of Gaussian Mixture Models: Theory and Applications. CoRR (2022)
Joe Kileel, Timo Klock, João M. Pereira
Landscape analysis of an improved power method for tensor decomposition. NeurIPS (2021)
Joe Kileel, Timo Klock, João M. Pereira
Landscape analysis of an improved power method for tensor decomposition. CoRR (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)
Yuting Ng, João M. Pereira, Denis Garagic, Vahid Tarokh
Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. CoRR (2020)
Ali Hasan, João M. Pereira, Sina Farsiu, Vahid Tarokh
Learning latent stochastic differential equations with variational auto-encoders. CoRR (2020)
Yuting Ng, João M. Pereira, Denis Garagic, Vahid Tarokh
Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. ICASSP (2020)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations From Data Using Neural Networks. ICASSP (2020)
Joe Kileel, João M. Pereira
Subspace power method for symmetric tensor decomposition and generalized PCA. CoRR (2019)
Ali Hasan, João M. Pereira, Robert J. Ravier, Sina Farsiu, Vahid Tarokh
Learning Partial Differential Equations from Data Using Neural Networks. CoRR (2019)
Emmanuel Abbe, Tamir Bendory, William E. Leeb, João M. Pereira, Nir Sharon, Amit Singer
Multireference Alignment Is Easier With an Aperiodic Translation Distribution. IEEE Trans. Inf. Theory 65 (6) (2019)
Emmanuel Abbe, João M. Pereira, Amit Singer
Estimation in the group action channel. CoRR (2018)
Emmanuel Abbe, João M. Pereira, Amit Singer
Estimation in the Group Action Channel. ISIT (2018)
Emmanuel Abbe, João M. Pereira, Amit Singer
Sample Complexity of the Boolean Multireference Alignment Problem. CoRR (2017)
Emmanuel Abbe, João M. Pereira, Amit Singer
Sample complexity of the boolean multireference alignment problem. ISIT (2017)