Alumnus · Left 2021
Dr. James Melbourne
Postdoctoral Fellow
Currently: Assistant Professor, Probability and Statistics, CIMAT, Mexico
Research interests
Information theory, Intracellular transport mechanisms, Fundamental limits on computations
Publications
12 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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Convex Decreasing Algorithms: Distributed Synthesis and Finite-Time Termination in Higher Dimension,
2023 · Journal · in IEEE Transactions on Automatic Control, doi: 10.1109/TAC.2023.3344721.
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Change detection using an iterative algorithm with guarantees.
2022 · Journal · Automatica 136 (2022): 110075.
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The differential entropy of mixtures: New bounds and applications.
2022 · Journal · IEEE Transactions on Information Theory vol. 68
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On the Geometry of Consensus Algorithms with Application to Distributed Termination in Higher Dimension
2020 · Conference · Selected to appear in IFAC
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Relationships between certain f-divergences.
2019 · Conference · In 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton)
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A Semi-Analytical Model to Investigate Cargo Transport by Bi-Directional Molecular Motor Ensemble.
2019 · Abstract / other · In APS Meeting Abstracts. 2019..
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Optimal Finite Time Erasure: A mass transport perspective.
2019 · Abstract / other · In APS Meeting Abstracts. 2019.
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Thermodynamics of Feedback with application to Landauer's Principle
2019 · Abstract / other · In American Physical Society March Meeting Abstracts. 2019.
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Learning and Estimation of Single Molecule Behavior.
2018 · Conference · In 2018 Annual American Control Conference (ACC)
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Mixture of Gaussians perspective on the Landauer Bound
2018 · Abstract / other · Bulletin of the American Physical Society 2018
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Mixed Entropy Power Inequalities and Log-Concavity of Equilibrium Distribution with application to the Physical Limits of Computation
2018 · Abstract / other · Bulletin of the American Physical Society 2018