
deathcrush
Young machine learning engineer, currently working on speech and language technology. Graduated from University of Warwick with an MEng in Systems Engineering (2015) and from University of Cambridge with an MPhil in Machine Learning, Speech and Language Technology. For my dissertation I worked with Borja Balle on differential privacy, investigating database synthesis in the non-interactive setting using a moment matching approach. Main interests include:
- Variational inference and its applications
- Bayesian inference and approximate bayesian inference
- Generative models
- Machine translation, text-to-speech, speech-to-text
- Sequence-to-sequence models
- Weighted automata
- Directed and undirected probabilistic graphical models
- Kernels and their applications