Alumnus · Left 2024
Mishfad Veedu
PhD. Alumnus
Currently: Google
First employment after PhD: Nikola Corporation
Education
- B. Tech : Mahatma Gandhi University, Kerala
- M. E. : Indian Institute of Science, Bengaluru
Research interests
Network identification from time-series, Graphical models, Causal inference
Thesis
Network Topology and Causal Structure Recovery in Linear Dynamical Systems
Publications
4 total
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Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks
2026 · Conference · International Conference on Learning Representations (ICLR)
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Information theoretically optimal sample complexity of learning dynamical directed acyclic graphs.
2024 · Conference · International Conference on Artificial Intelligence and Statistics
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Topology identification under spatially correlated noise.
2023 · Journal · Automatica 156 (2023): 111182.
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Topology learning of linear dynamical systems with latent nodes using matrix decomposition.
2021 · Journal · IEEE Transactions on Automatic Control (2021), doi: 10.1109/TAC.2021.3124979.