Joshin Krishnan

J. Krishnan, R. Money, B. Beferull-Lozano and E. Isufi

Simplicial Vector Autoregressive Models

IEEE Transactions on Signal Processing

R. Money, M. Sabbaqi, J. Krishnan, B. Beferull-Lozano and E. Isufi

Kalman Filtering for Simplicial Processes

IEEE Asilomar Conference on Signals, Systems, and Computers

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)

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

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

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)

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

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)

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

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)