{"total":16,"rows":[{"id":"2505.17761","title":"Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models","created":"2025-05-23","cited_by_count":18,"area":null},{"id":"2404.06583","title":"Lecture notes on rough paths and applications to machine learning","created":"2024-04-09","cited_by_count":14,"area":null},{"id":"2406.01161","title":"Dynamic Structural Causal Models","created":"2024-06-03","cited_by_count":14,"area":null},{"id":"2410.22729","title":"Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots","created":"2024-10-30","cited_by_count":13,"area":null},{"id":"2405.13587","title":"Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals","created":"2024-05-22","cited_by_count":9,"area":null},{"id":"2603.11090","title":"Interventional Time Series Priors for Causal Foundation Models","created":"2026-03-11","cited_by_count":7,"area":null},{"id":"2412.08579","title":"Sparse Signature Coefficient Recovery via Kernels","created":"2024-12-11","cited_by_count":6,"area":null},{"id":"2509.10613","title":"pySigLib -- Fast Signature-Based Computations on CPU and GPU","created":"2025-09-12","cited_by_count":6,"area":null},{"id":"2504.00492","title":"ParallelFlow: Parallelizing Linear Transformers via Flow Discretization","created":"2025-04-01","cited_by_count":4,"area":null},{"id":"2503.09859","title":"An Asymmetric Independence Model for Causal Discovery on Path Spaces","created":"2025-03-12","cited_by_count":2,"area":null},{"id":"2607.24673","title":"Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series","created":"2026-07-27","cited_by_count":1,"area":null},{"id":"2404.02926","title":"Log-PDE Methods for Rough Signature Kernels","created":"2024-04-01","cited_by_count":0,"area":null},{"id":"2512.03243","title":"Novelty detection on path space","created":"2025-12-02","cited_by_count":0,"area":null},{"id":"2603.08311","title":"Sign Identifiability of Causal Effects in Stationary Stochastic Dynamical Systems","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2605.30213","title":"Faithful Embeddings of Irregular and Asynchronous Data for Online Log-NCDEs","created":"2026-05-28","cited_by_count":0,"area":null},{"id":"2606.28228","title":"Disentangling Continuous-Time Latent Dynamics: Identifiability of Latent SDEs via Diffusion Shifts","created":"2026-06-26","cited_by_count":0,"area":null}],"next_cursor":null}