Joshin Krishnan
Affiliated Researcher
- Department
- Signal and Information Processing for Intelligent Systems
- Organisation
- Simula Metropolitan
![Joshin Krishnan](/_next/image?url=%2Fimages%2Fperson-placeholder.png&w=384&q=75)
- joshin@simula.no
Publications
2024
Journal Articles
J. Krishnan, R. Money, B. Beferull-Lozano and E. Isufi
Simplicial Vector Autoregressive Models
IEEE Transactions on Signal Processing
Conference proceedings
S. Dominguez-Cid, J. Krishnan, R. Money, B. Beferull-Lozano, D. F. Larios-Marin and C. L. de Mora
Graph-Vector Auto-regressive Model for Lithium-Ion Cell Capacity Estimation
IEEE Machine Learning for Signal Processing
R. Money, J. Krishnan and B. Beferull-Lozano
Limited Data Forecasting of Financial Time-series using Graph-based Class Dynamics
EUSIPCO
R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi
Evolution Backcasting of Edge Flows from Partial Observations using Simplicial Vector Autoregressive Models
The 49th IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP)
2023
Journal Articles
R. Money, J. Krishnan and B. Beferull-Lozano
Sparse Online Learning with Kernels using Random Features for Estimating Nonlinear Dynamic Graphs
IEEE Transactions on Signal Processing
2022
Journal Articles
R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi
Online Edge Flow Imputation on Networks
IEEE Signal Processing Letters
R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi
Scalable and Privacy-aware Online Learning of Nonlinear Structural Equation Models
IEEE Open Journal of Signal Processing
Proceedings, refereed
R. Money, J. Krishnan and B. Beferull-Lozano
Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs
30th European Signal Processing Conference (EUSIPCO)
R. Money, J. Krishnan and B. Beferull-Lozano
Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs
30th European Signal Processing Conference (EUSIPCO)
2021
Journal Articles
J. Bhardwaj, J. Krishnan, D. F. L. Marin, B. Beferull-Lozano, L. R. Cenkeramaddi and C. Harman
Cyber-Physical Systems for Smart Water Networks: A Review
IEEE Sensors Journal
Proceedings, refereed
R. Money, J. Krishnan and B. Beferull-Lozano
Online Non-linear Topology Identification from Graph-connected Time Series
2021 IEEE Data Science and Learning Workshop (DSLW)2021 IEEE Data Science and Learning Workshop (DSLW)
J. Bhardwaj, J. Krishnan and B. Beferull-Lozano
Data-Driven Pump Scheduling for Cost Minimization in Water Networks
2021 IEEE International Conference on Autonomous Systems (ICAS)2021 IEEE International Conference on Autonomous Systems (ICAS)
R. Money, J. Krishnan and B. Beferull-Lozano
Random Feature Approximation for Online Nonlinear Graph Topology Identification
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)
J. Bhardwaj, J. Krishnan and B. Beferull-Lozano
Data-Driven Pump Scheduling for Cost Minimization in Water Networks
2021 IEEE International Conference on Autonomous Systems (ICAS)2021 IEEE International Conference on Autonomous Systems (ICAS)
R. Money, J. Krishnan and B. Beferull-Lozano
Random Feature Approximation for Online Nonlinear Graph Topology Identification
2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP)
R. Money, J. Krishnan and B. Beferull-Lozano
Online Non-linear Topology Identification from Graph-connected Time Series
2021 IEEE Data Science and Learning Workshop (DSLW)2021 IEEE Data Science and Learning Workshop (DSLW)