Joshin Krishnan

According to our database, Joshin Krishnan authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Graph-Vector Autorregressive Model for Lithium-Ion Cell Capacity Estimation.

Samuel Domínguez-Cid, Joshin Krishnan, Rohan T. Money, Baltasar Beferull-Lozano, D. F. Larios, Carlos León

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Evolution Backcasting of Edge Flows From Partial Observations Using Simplicial Vector Autoregressive Models.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi

Proceedings of the IEEE International Conference on Acoustics, 2024

Limited Data Forecasting of Financial Time-Series Using Graph-Based Class Dynamics.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Sparse Online Learning With Kernels Using Random Features for Estimating Nonlinear Dynamic Graphs.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano

IEEE Trans. Signal Process., 2023

Online Edge Flow Imputation on Networks.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi

IEEE Signal Process. Lett., 2023

Simplicial Vector Autoregressive Model For Streaming Edge Flows.

Joshin Krishnan, Rohan T. Money, Baltasar Beferull-Lozano, Elvin Isufi

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Random Feature Approximation for Online Nonlinear Graph Topology Identification.

Rohan T. Money, Joshin Krishnan, Baltasar Beferull-Lozano

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

2020

Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling.

Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias

IEEE Access, 2020

2019

SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising.

Joshin Krishnan, Mário A. T. Figueiredo, José M. Bioucas-Dias

IEEE Access, 2019

2018

Dictionary Learning Phase Retrieval from Noisy Diffraction Patterns.

Joshin Krishnan, José M. Bioucas-Dias, Vladimir Katkovnik

Sensors, 2018

2017

Patch-based Interferometric Phase Estimation via Mixture of Gaussian Density Modelling & Non-local Averaging in the Complex Domain.

Joshin Krishnan, José M. Bioucas-Dias

Proceedings of the British Machine Vision Conference 2017, 2017