Articles by Vincent Guan | Synthical

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Articles by Vincent Guan | Synthical

Articles by Vincent Guan

Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots

7 November 2025 by Vincent Guan and others

Machine Learning, Statistics Theory

Path-Dependent SDEs: Solutions and Parameter Estimation

28 May 2025 by Pardis Semnani and others

Statistics Theory, Probability

Langevin SDEs have unique transient dynamics

27 May 2025 by Vincent Guan and others

Probability, Statistics Theory

Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees

11 November 2024 by Joseph Janssen and others

Machine Learning, Information Theory

A Zero Auxiliary Knowledge Membership Inference Attack on Aggregate Location Data

26 June 2024 by Vincent Guan and others

Cryptography and Security, Machine Learning

Helmholtz Solutions for the Fractional Laplacian and Other Related Operators

11 January 2022 by Vincent Guan and others

Analysis of PDEs