| May 18, 2026 |
Notes - Computer Vision MT25, Overview of results and methods
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| May 18, 2026 |
NLA
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| May 18, 2026 |
Notes - NLA MT25, Overview of results and methods
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| May 18, 2026 |
Notes - NLA MT25, Givens rotations
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| May 12, 2026 |
Notes - Continuous Optimisation HT26, Inequality constrained optimisation problems
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| May 12, 2026 |
Notes - Continuous Optimisation HT26, Constrained optimisation problems
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| May 12, 2026 |
Notes - Continuous Optimisation HT26, Augmented Lagrangian methods
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| May 07, 2026 |
Publications
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| May 06, 2026 |
Notes - NLA MT25, CUR approximation
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| May 05, 2026 |
Notes - NLA MT25, Pseudoinverses
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| May 05, 2026 |
Notes - NLA MT25, HMT algorithm
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| May 05, 2026 |
Notes - NLA MT25, Rayleigh-Ritz algorithm
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| Apr 30, 2026 |
Temporal Task Diversity: Inductive Biases Under Non-Stationarity in Synthetic Sequence Modelling
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| Feb 26, 2026 |
Notes - Continuous Optimisation HT26, Penalty methods
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| Feb 26, 2026 |
Notes - Continuous Optimisation HT26, Constrained optimality conditions for convex problems
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| Feb 26, 2026 |
Notes - Continuous Optimisation HT26, KKT conditions
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| Feb 25, 2026 |
Notes - Continuous Optimisation HT26, Trust-region methods
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| Feb 24, 2026 |
Notes - Continuous Optimisation HT26, Least-squares
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| Feb 23, 2026 |
Notes - Continuous Optimisation HT26, Quasi-Newton methods
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| Feb 19, 2026 |
Notes - Geometric Deep Learning HT26, Sets
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| Feb 19, 2026 |
Notes - Geometric Deep Learning HT26, Graphs
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| Feb 08, 2026 |
Notes - Geometric Deep Learning HT26, Scale separation
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| Feb 08, 2026 |
Notes - Geometric Deep Learning HT26, Invariance and equivariance
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| Feb 08, 2026 |
Notes - Geometric Deep Learning HT26, Mathematical background
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| Feb 07, 2026 |
Notes - Geometric Deep Learning HT26, Core idea
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| Feb 03, 2026 |
Notes - Continuous Optimisation HT26, Useful miscellany
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| Feb 03, 2026 |
Notes - Continuous Optimisation HT26, Overview of results and methods
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| Feb 03, 2026 |
Notes - Continuous Optimisation HT26, Newton's method
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| Feb 03, 2026 |
Notes - Continuous Optimisation HT26, Steepest descent
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| Jan 26, 2026 |
Notes - Continuous Optimisation HT26, Linesearch methods
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| Jan 22, 2026 |
Notes - Continuous Optimisation HT26, Unconstrained optimality conditions for convex problems
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| Jan 22, 2026 |
Notes - Continuous Optimisation HT26, Taylor's theorem
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| Jan 21, 2026 |
Notes - Continuous Optimisation HT26, Unconstrained optimality conditions
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| Jan 21, 2026 |
Notes - Continuous Optimisation HT26, Optimisation terminology
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| Jan 19, 2026 |
Course - Continuous Optimisation HT26
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| Jan 12, 2026 |
How we will be measured
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