| January 16 |
Kris Sankaran (Stanford/U of Montreal) |
Navigation and Evaluation in High-Dimensional Data |
| January 21 |
Tianying Wang (Columbia University) |
Integrated Quantile Rank Test (iQRAT) for gene-level associations in sequencing studies |
| January 23 |
Xiang Zhu (Stanford University) |
Complex trait genetics through the lens of regulatory networks |
| January 28 |
David Kepplinger (University of British Columbia) |
Detecting the Signal Among Noise and Contamination in High Dimensions |
| January 30 |
Nhat Ho (University of California Berkeley) |
Statistical and computational perspectives on latent variable models |
| February 3 |
Yuqi Gu (University of Michigan) |
Uncover Hidden Fine-Gained Scientific Information: Structured Latent Attribute Models |
| February 20 |
Stephen Berg (University of Wisconsin – Madison) |
Modeling and computation for multivariate spatial categorical data and related theory, with applications to historical ecology |
| March 5 |
Marco Avella-Medina (Columbia University) |
Privacy-preserving parametric inference: a case for robust statistics |
| Postponed |
Bing Li (Penn State) |
Statistical Sufficiency: A Short Path from Data to Knowledge |
| Postponed |
Lizhen Lin (University of Notre Dame) |
TBA |
| Postponed |
Sara Algeri (University of Minnesota) |
TBA |
| August 27 |
Lisa Madsen (Oregon State University) |
N-Mixture Models with Applications to Disease Surveillance |
| September 3 |
Lester Mackey (Microsoft) |
Probabilistic Inference and Learning with Stein's Method |
| September 10 |
Jonathan Bradley (Florida State University) |
Joint Bayesian analysis of multiple response-types using the hierarchical generalized transformation model |
| September 17 |
Shanshan Ding (University of Delaware) |
A unified framework to high dimensional sufficient dimension reduction with applications to censored data |
| September 24 |
Kiseop Lee (Purdue) |
Systemic Risk in Market Microstructure of Crude Oil and Gasoline Futures Prices: A Hawkes Flocking Model Approach |
| October 1 |
Chris Wild (University of Auckland) |
Education, democratizing data, and software: Targeting the intersection |
| October 8 |
D.J. Sutherland (University of British Columbia) |
Can Uniform Convergence Explain Interpolation Learning? |
| October 15 |
Lizhen Lin (University of Notre Dame) |
Optimal Bayesian estimation of finite mixtures with growing number of components |
| October 22 |
Sara Algeri (University of Minnesota) |
Informative Goodness-of-Fit for Multivariate Distributions |
| October 29 |
Paromita Dubey (Stanford University) |
Frechet Change Point Detection Abstract |
| November 5 |
Mingyao Li (University of Pennsylvania Perelman School of Medicine) |
Translation of single-cell genomics into human health: methods and applications |
| November 12 |
Ji Zhu (University of Michigan) |
Matrix Completion for Network Analysis |
| November 19 |
Yuanjia Wang (Columbia University) |
Statistical Methods for Predicting COVID-19 Pandemic and Assessing Effects of Mitigation Strategies |
| December 3 |
Xinghao Qiao (London School of Economics) |
An Autocovariance-based Learning Framework for High-Dimensional Functional Time Series |
| December 10 |
Michael Love (University of North Carolina) |
Assessing Consistency of Multi-Modal Methods in Bulk Tissue and Single Cells |
