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neural cde

3 papers

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Co-occurring keywords · papers mentioning both

controlled differential equation (2) treatment outcome (1) inverse intensity weighting (1) neural signature kernel (1) controlled resnet (1) treatment outcome forecasting (1) cde (1) log-ode (1) ncdes (1) rough paths (1)

Papers

Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference ICML 2024 Accounting For Informative Sampling When Learning to Forecast Treatment Outcomes Over Time ICML 2023 Neural signature kernels as infinite-width-depth-limits of controlled ResNets ICML 2023