Education

Survival Analysis: Competing Risks Modelling for Real-World Event Prediction

Survival analysis is used when the core question is “how long until something happens?” The “something” could be customer churn, loan default, machine failure,...

Audio Generation: Latent Space Inversion for Voice Editing

Audio generation has advanced rapidly with the rise of deep learning models capable of producing highly realistic speech and sound. Among these advances, latent...

Intrinsic Dimensionality Estimation in Manifold Learning

High-dimensional data is common in modern machine learning problems, ranging from sensor signals and images to genomic and behavioural data. While such datasets may...

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