Sample complexity of the boolean multireference alignment problem. - Emmanuel Abbe; João M. Pereira 002; Amit Singer (ISIT, 2017)

Estimation in the Group Action Channel. - Emmanuel Abbe; João M. Pereira 002; Amit Singer (ISIT, 2018)

Subspace power method for symmetric tensor decomposition and generalized PCA. - Joe Kileel 001; João M. Pereira 002 (CoRR, 2019)

Multireference Alignment Is Easier With an Aperiodic Translation Distribution. - Emmanuel Abbe; Tamir Bendory; William E. Leeb; João M. Pereira 002; Nir Sharon; Amit Singer (IEEE Trans. Inf. Theory, 2019)

Learning Partial Differential Equations From Data Using Neural Networks. - Ali Hasan; João M. Pereira 002; Robert J. Ravier; Sina Farsiu; Vahid Tarokh (ICASSP, 2020)

Robust Marine Buoy Placement for Ship Detection Using Dropout K-Means. - Yuting Ng; João M. Pereira 002; Denis Garagic; Vahid Tarokh (ICASSP, 2020)

Learning latent stochastic differential equations with variational auto-encoders. - Ali Hasan; João M. Pereira 002; Sina Farsiu; Vahid Tarokh (CoRR, 2020)

Landscape analysis of an improved power method for tensor decomposition. - Joe Kileel 001; Timo Klock; João M. Pereira 002 (NeurIPS, 2021)

Deep Extreme Value Copulas for Estimation and Sampling. - Ali Hasan; Khalil Elkhalil; João M. Pereira 002; Sina Farsiu; Jose H. Blanchet; Vahid Tarokh (CoRR, 2021)

Modeling extremes with d-max-decreasing neural networks. - Ali Hasan; Khalil Elkhalil; Yuting Ng; João M. Pereira 002; Sina Farsiu; Jose H. Blanchet; Vahid Tarokh (UAI, 2022)

Tensor Moments of Gaussian Mixture Models: Theory and Applications. - João M. Pereira 002; Joe Kileel 001; Tamara G. Kolda (CoRR, 2022)

Identifying Latent Stochastic Differential Equations. - Ali Hasan; João M. Pereira 002; Sina Farsiu; Vahid Tarokh (IEEE Trans. Signal Process., 2022)

Neural Conjugate Flows: Physics-informed architectures with flow structure. - Arthur Bizzi; Lucas Nissenbaum; João M. Pereira 002 (CoRR, 2024)

A Search-Free ({O(1/{k}^{3/2})} ) Homotopy Inexact Proximal-Newton Extragradient Algorithm for Monotone Variational Inequalities. - Maicon Marques Alves; João M. Pereira 002; Benar Fux Svaiter (SIAM J. Optim., 2024)

Neural Conjugate Flows: A Physics-Informed Architecture with Flow Structure. - Arthur Bizzi; Lucas Nissenbaum; João M. Pereira 002 (AAAI, 2025)