Talks
A selected list of talks and presentations at workshops, conferences, and reading groups.
2026
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An Introduction to Mechanistic Interpretability
A brief history of mechanistic interpretability, from early vision models to recent work made by Anthropic..
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AI Safety Research
An introduction to the AI safety research landscape, covering topics like risk taxonomy, mitigation strategies and attacks.
2025
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Advanced composition theorems in Differential Privacy
Two talks on composition theorems for differentially private mechanisms and the Sparse Vector Technique (joint presentation with Dr. Leoni Carla Wirth).
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Using deep learning to infer graph structures in multivariate time series
Attention-based models for latent graph inference and improved downstream forecasts in graph-based time series models.
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Genetic algorithms for graph selection in graph-based time series models
A method for graph selection via genetic algorithms and its impact on predictive performance.
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Macroeconomic forecasting with graph-based time series models
Poster presentation on genetic variants of the RaGNAR model for unemployment forecasting.
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Research directions in asymptotics of processes on graphs
Discussion of possible research directions on asymptotic behavior of discrete stochastic processes on graphs.
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Macroeconomic forecasting with graph-based time series models
Generalised Network Autoregressive approaches for macroeconomic forecasting.