conftrace_

rough path theory

7 papers

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Co-occurring keywords · papers mentioning both

stochastic differential equation (2) time series (2) signature kernel (1) gradient-based training (1) neural differential equation (1) selective mechanism (1) adjoint method (1) continuous-time model (1) gating mechanism (1) mean field game (1)

Papers

Signature Isolation Forest AISTATS 2025 Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals NeurIPS 2024 High Rank Path Development: an approach to learning the filtration of stochastic processes NeurIPS 2024 Theoretical Foundations of Deep Selective State-Space Models NeurIPS 2024 Neural Rough Differential Equations for Long Time Series ICML 2021 Signatured Deep Fictitious Play for Mean Field Games with Common Noise ICML 2021 Stochastic continuous normalizing flows: training SDEs as ODEs UAI 2021