| 2025 | ICML | Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard, Ali H. Sayed |
| 2024 | ICASSP | Riemannian Diffusion Adaptation over Graphs with Application to Online Distributed PCA. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard |
| 2024 | ICLR | Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation. | Ashutosh Singh, Ricardo Augusto Borsoi, Deniz Erdogmus, Tales Imbiriba |
| 2024 | ICML | Non-parametric Online Change Point Detection on Riemannian Manifolds. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard |
| 2023 | ACSSC | On the Impact of Sampling on Deep Sequential State Estimation. | Helena Calatrava, Ricardo Augusto Borsoi, Tales Imbiriba, Pau Closas |
| 2023 | ACSSC | DIstributed Change Point Detection in Streaming Manifold-Valued Signals Over Graphs. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard, Andr Ferrari |
| 2023 | ICASSP | A Deep Disentangled Approach for Interpretable Hyperspectral Unmixing. | Ricardo Augusto Borsoi, Tales Imbiriba, Deniz Erdogmus |
| 2023 | ICASSP | Change Point Detection with Neural Online Density-Ratio Estimator. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard, Jie Chen |
| 2022 | ACSSC | Deep Image Fusion Accounting for Inter-Image Variability. | Xiuheng Wang, Ricardo Augusto Borsoi, Cdric Richard, Jie Chen |
| 2021 | ACSSC | Coupled Tensor Models Accounting for Inter-image Variability. | Ricardo Augusto Borsoi, Clmence Prvost, Konstantin Usevich, David Brie, Jos C. M. Bermudez, Cdric Richard |
| 2021 | ICASSP | A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing. | Luciano C. Ayres, Srgio J. M. de Almeida, Jos C. M. Bermudez, Ricardo Augusto Borsoi |
| 2021 | ICASSP | Convergence Analysis of the Graph-Topology-Inference Kernel LMS Algorithm. | Mircea Moscu, Ricardo Augusto Borsoi, Cdric Richard |
| 2020 | ICASSP | Online Graph Topology Inference with Kernels For Brain Connectivity Estimation. | Mircea Moscu, Ricardo Augusto Borsoi, Cdric Richard |
| 2019 | ICASSP | Improved Hyperspectral Unmixing with Endmember Variability Parametrized Using an Interpolated Scaling Tensor. | Ricardo Augusto Borsoi, Tales Imbiriba, Jos Carlos Moreira Bermudez |
| 2018 | ICASSP | Generalized Linear Mixing Model Accounting for Endmember Variability. | Tales Imbiriba, Ricardo Augusto Borsoi, Jos Carlos Moreira Bermudez |