Online non-linear topology identification from graph-connected time series R Money, J Krishnan, B Beferull-Lozano 2021 IEEE Data Science and Learning Workshop (DSLW), 1-6, 2021 | 27 | 2021 |
Sparse online learning with kernels using random features for estimating nonlinear dynamic graphs RT Money, JP Krishnan, B Beferull-Lozano IEEE Transactions on Signal Processing 71, 2027-2042, 2023 | 17 | 2023 |
Simplicial vector autoregressive model for streaming edge flows J Krishnan, R Money, B Beferull-Lozano, E Isufi ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and ¡K, 2023 | 15 | 2023 |
Online edge flow imputation on networks R Money, J Krishnan, B Beferull-Lozano, E Isufi IEEE Signal Processing Letters 30, 115-119, 2022 | 14 | 2022 |
Random feature approximation for online nonlinear graph topology identification R Money, J Krishnan, B Beferull-Lozano 2021 IEEE 31st International Workshop on Machine Learning for Signal ¡K, 2021 | 12 | 2021 |
Online joint nonlinear topology identification and missing data imputation over dynamic graphs R Money, J Krishnan, B Beferull-Lozano 2022 30th European Signal Processing Conference (EUSIPCO), 687-691, 2022 | 7 | 2022 |
Scalable and privacy-aware online learning of nonlinear structural equation models R Money, J Krishnan, B Beferull-Lozano, E Isufi IEEE Open Journal of Signal Processing 4, 61-70, 2023 | 5 | 2023 |
Simplicial Vector Autoregressive Models J Krishnan, R Money, B Beferull-Lozano, E Isufi Authorea Preprints, 2024 | 3 | 2024 |
Evolution Backcasting of Edge Flows From Partial Observations Using Simplicial Vector Autoregressive Models R Money, J Krishnan, B Beferull-Lozano, E Isufi ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and ¡K, 2024 | 2 | 2024 |
Graph-Vector Autorregressive Model for Lithium-Ion Cell Capacity Estimation S Dominguez-Cid, J Krishnan, R Money, B Beferull-Lozano, DF Larios, ... 2024 IEEE 34th International Workshop on Machine Learning for Signal ¡K, 2024 | | 2024 |
Limited Data Forecasting of Financial Time-Series Using Graph-Based Class Dynamics R Money, J Krishnan, B Beferull-Lozano 2024 32nd European Signal Processing Conference (EUSIPCO), 837-841, 2024 | | 2024 |
Online Machine Learning for Inference from Multivariate Time-series RT Money University of Agder, 2023 | | 2023 |