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Building Babylon

Scribbles on maths and machine learning

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Recent Posts

Deep Differentiable Logic Gate Networks & their (potential) relevance to ZKML
Elliptic curve pairings: a first example
A toy elliptic curve over a finite field
Siegelmann & Sontag’s “On the Computational Power of Neural Nets”
Graph embeddings in Hyperbolic Space

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Don’t interpret linear hidden units, they don’t exist. – Building Babylon on Orthogonal transformations and gradient updates
Squared pair-wise differences estimate the variance – Building Babylon on Estimation Theory and the Bias-Variance Trade-Off
Matrix Factorisation and the Eigendecomposition of the Gram Matrix – Building Babylon on Eigendecomposition of real, symmetric matrices
Marginal and Conditional Distributions of the Multivariate Gaussian – Building Babylon on Block Multiplication of Matrices
Don’t interpret linear hidden units, they don’t exist. – Building Babylon on Descartes’ headache: rotation of space is transpose to rotation of co-ordinate system

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