Date: April 30, 2025.
Title: Tensor Learning in 2020s: Methodology, Theory, and Applications.
Date: April 23, 2025.
Title: Detection of Multiple Influential Observations on Model Selection with Application to fMRI-based Prediction of Physical Pain.
Date: April 16, 2025.
Title: Marks, Loops, and Splices: RNA is Math.
Date: April 1, 2025 (Probability-Pattern Theory joint seminar).
Title: Log-concavity and Tracy-Widom universality.
Date: March 12, 2025.
Title: Variograms for Kriging and Clustering of Spatial Functional Data with Phase Variation.
Date: February 19, 2025 (Joint LCDS/Pattern Theory Seminar).
Title: Building chemical operating systems for materials and chemistry with synthetic biochemical reactions.
Date: October 16, 2024.
Title: Object-on-Object Regression.
Date: May 1, 2024.
Title: Topological Inference of Brain Signals and Networks.
Date: April 24, 2024.
Title: Is your data alignable? A geometric view of single-cell data integration.
Date: April 17, 2024.
Title: When Intrinsic Models in Wasserstein Space with Applications to Molecular Dynamics.
Date: April 3, 2024.
Title: When Optimal Transportation Meets PDE-Based Inverse Problems.
Date: November 29, 2023.
Title: Navigating Nonstationary Biomedical Signals Toward Insightful Clinical Information with Manifold Denoising.
Date: November 1, 2023.
Title: Spectral Regularized Kernel Two-Sample Test.
Date: October 25, 2023.
Title: Graphon Cross-Validation.
Date: October 18, 2023.
Title: Manifold learning for point-cloud data with applications in biology.
Date: September 27, 2023.
Title: Statistical and computational methods for spatial transcriptomics data analysis.
Date: April 19, 2023.
Title: Geometric Exploration of Random Objects Through Optimal Transport.
Date: April 5, 2023.
Title: Ranking Inferences Based on the Top Choice of Multiway Comparisons.
Date: March 15, 2023.
Title: Graph Laplacian based Gaussian processes on restricted domains.
Date: March 1, 2023.
Title: A Bayesian view of geometry - part 2.
Date: February 22, 2023.
Title: Inference for Gaussian processes on compact Riemannian manifolds.
Date: February 15, 2023.
Title: A Bayesian view of geometry - part 1.
Date: November 16, 2022.
Title: Feedforward and feedback processes in visual recognition.
Date: October 26, 2022.
Title: Maximum likelihood for high-noise group orbit estimation and cryo-EM.
Date: October 19, 2022.
Title: Single-cell data integration using Gromov-Wasserstein optimal transport.
Date: September 30, 2022.
Title: Covariance Estimation for Matrix Data Analysis.
