conftrace_

signature method

5 papers

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Co-occurring keywords · papers mentioning both

kernel methods (2) sequential data (2) time series (2) multi-view attention (1) chronological event (1) distribution regression (1) expected signature (1) risk prediction (1) controlled differential equation (1) path signature (1)

Papers

Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching NeurIPS 2024 Learning the Dynamics of Sparsely Observed Interacting Systems ICML 2023 Distribution Regression for Sequential Data AISTATS 2021 Framing RNN as a kernel method: A neural ODE approach NeurIPS 2021 An efficient representation of chronological events in medical texts EMNLP 2020