Multitask Learning for High-dimensional Time Series
Sponsor(s):
Statistical Science
Monday, January 13, 2025
3:30 pm - 4:30 pm
Marie-Christine Dueker, Assistant Professor, Mathematical Statistics & Data Science, University of Erlangen-Nuremburg
Bayesian Linear Regression with a Sparse Prior: Inference for a Single Coordinate
Sponsor(s):
Statistical Science
Friday, January 17, 2025
3:30 pm - 4:30 pm
Lasse Vuursteen, Postdoctoral Scholar, University of Pennsylvania, Wharton School of Business
Asymptotics of High-Dimensional Bayesian Inference
Sponsor(s):
Statistical Science
Wednesday, January 22, 2025
3:30 pm - 4:30 pm
Anya Katsevich
Latent Variable Models for Advancing Nutrition Epidemiology
Sponsor(s):
Statistical Science
Friday, January 24, 2025
3:30 pm - 4:30 pm
Mengbing Li
On Mixing Rates for Bayesian CART
Sponsor(s):
Statistical Science
Monday, January 27, 2025
3:30 pm - 4:30 pm
Jungeum Kim
Integrated Path Stability Selection
Sponsor(s):
Statistical Science
Friday, January 31, 2025
3:30 pm - 4:30 pm
Omar Melikechi
Modern Sampling Paradigms: from Posterior Sampling to Generative AI
Sponsor(s):
Statistical Science
Monday, February 03, 2025
3:30 pm - 4:30 pm
Yuchen Wu
Bayesian Modeling of Misclassification Matrices for Improved Verbal Autopsy-Based Mortality Estimates in LMICs
Sponsor(s):
Statistical Science
Friday, February 07, 2025
3:30 pm - 4:30 pm
Sandipan Pramanik
Data Integration Via Analysis of Subspaces (DIVAS)
Sponsor(s):
Statistical Science
Friday, February 21, 2025
3:30 pm - 4:30 pm
J.S. Marron, Prof of Biostatistics, School of Data Science & Society, UNC-Chapel Hill
To Intrinsic Dimension and Beyond: Efficient Sampling in Diffusion Models
Sponsor(s):
Statistical Science
Friday, February 28, 2025
3:30 pm - 4:30 pm
Yuting Wei, Asst Prof Statistics & Data Science, University of Pennsylvania, Wharton School of Business
Random Partitions for Multi-view Data: How to Encode Repeated Measures Design into Nonparametric Bayesian Models.
Sponsor(s):
Statistical Science
Friday, April 11, 2025
3:30 pm - 4:30 pm
Beatrice Franzolini, Jr. Asst. Professor, Institute for Data Science & Analytics, Bocconi University
Quantifying the Effects of Transfer Learning in Min-norm Interpolation
Sponsor(s):
Statistical Science
Friday, April 18, 2025
3:30 pm - 4:30 pm
Pragya Sur, Assistant Professor of Statistics, Harvard University
Bayesian Model Averaging in Causal Instrumental Variable Models
Sponsor(s):
Statistical Science
Monday, April 21, 2025
11:30 am - 1:00 pm
Mark Steel, Professor of Statistics, University of Warwick
Generative Distribution Prediction for Multimodal Learning
Sponsor(s):
Statistical Science
Friday, April 25, 2025
3:30 pm - 4:30 pm
Xiaotong Shen, Professor of Statistics, University of Minnesota
