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Individual Research Project – Deep Generation of Financial Time Series

We are looking for a highly motivated and creative Ph.D. candidate interested in topics at the intersection of machine learning for macroeconomic forecasting and causal inference. This Ph.D. project aims to benchmark various forecasting methods and then implement a robust tool for causal modeling drawing from recent advances in both fields. During the project, you will closely collaborate […]

Individual Research Project – Grouped time series forecasting in private debt markets

We are looking for a highly motivated and creative Ph.D. candidate interested in long term hierarchical and grouped time series forecasting. This Ph.D. project aims to predict cash flows of a private/illiquid portfolio (e.g., Mortgages, SME loans, consumer loans) across multiple geographies and industry sectors. During the project, you will closely collaborate with industry and a doctoral training […]