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Workshops & Symposia
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Statistics in the Big Data Era
Workshops
Summer 2022
Statistics in the Big Data Era
Jun 1, 2022
to
Jun 3, 2022
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Wednesday, June 1st, 2022
8:30 am
–
9:00 am
Coffee & Check In
9:00 am
–
9:20 am
Opening Remarks
Jennifer Chayes (UC Berkeley) & Sandrine Dudoit (UC Berkeley)
9:20 am
–
10:20 am
Testing: Variations On A Theme (Solo And Choir)
Ya’acov Ritov (University of Michigan)
10:20 am
–
10:40 am
Break
10:40 am
–
11:20 am
Bickel's Influence On My Career
Harrison Zhou (Yale University)
11:20 am
–
12:00 pm
Debiasing Random Forests For Treatment Effect Estimation
Jasjeet Sekhon (Yale University)
12:00 pm
–
1:40 pm
Lunch
1:40 pm
–
2:20 pm
Bdrygp: A Boundary-Integrated Gaussian Process Model For Computer Code Emulation
Jeff Wu (Georgia Institute of Technology)
2:20 pm
–
3:00 pm
Calibrated Inference: Statistical Inference That Accounts For Both Sampling Uncertainty And Distributional Uncertainty
Dominik Rothenhaeusler (Stanford University)
3:00 pm
–
3:30 pm
Break
3:30 pm
–
4:10 pm
Adaptive Interpolating Nonparametric Estimators
Alexandre Tsybakov (CREST-ENSAE)
4:10 pm
–
4:50 pm
The Trimmed Lasso: Sparse Recovery Guarantees And Practical Optimization
Boaz Nadler (Weizmann Institute of Science)
5:00 pm
–
7:00 pm
Reception & Poster Session
Thursday, June 2nd, 2022
8:30 am
–
9:00 am
Coffee & Check In
9:00 am
–
9:40 am
Global Community Detection Using Individual-Centered Partial Information Networks
Rachel Wang (University of Sydney)
9:40 am
–
10:20 am
Bias-Adjusted Spectral Clustering In Multi-Layer Stochastic Block Models
Jing Lei (Carnegie Mellon University)
10:20 am
–
10:40 am
Break
10:40 am
–
11:20 am
DNA Copy Number Profiling From Bulk Tissue To Single Cells
Nancy Zhang (University of Pennsylvania)
11:20 am
–
12:00 pm
Enhancing Statistical Rigor In Genomic Data Science
Jingyi Jessica Li (UCLA)
12:00 pm
–
1:40 pm
Lunch
1:40 pm
–
2:20 pm
General Network Models with Transitive Structures
Sharmodeep Bhattacharyya (Oregon State University)
2:20 pm
–
3:00 pm
Statistics and Biology: A Virtuous Cycle Driving Innovation
Ben Brown (Lawrence Berkeley National Laboratory)
3:00 pm
–
3:30 pm
Break
3:30 pm
–
4:30 pm
Discussion Panel: Statistics in the Big Data Era
Panel featuring Peter Bickel (UC Berkeley), Peter Buhlmann (ETH), Jianqing Fan (Princeton), Jon McAuliffe (Voleon/UC Berkeley), Tao Shi (Citadel), Bin Yu (UC Berkeley); Liza Levina (University of Michigan; moderator).
5:30 pm
Conference Reception and Dinner
Friday, June 3rd, 2022
8:30 am
–
9:00 am
Coffee & Check In
9:00 am
–
9:40 am
Expectation Propagation In Mixed Models
Iain Johnstone (Stanford University)
9:40 am
–
10:20 am
Bootstrapping The Error Of Oja’S Algorithm
Purnamrita Sarkar (University of Texas at Austin)
10:20 am
–
10:40 am
Break
10:40 am
–
11:20 am
Optimal Nonparametric Testing Of Missing Completely At Random, And Its Connections To Compatibility
Richard Samworth (University of Cambridge)
11:20 am
–
12:00 pm
Cyclic Permutation Test: A Nonstandard Exact Test For Linear Models
Lihua Lei (Stanford University)
12:00 pm
–
1:40 pm
Lunch
1:40 pm
–
2:20 pm
Statistics In Quantum Computational Supremacy
Yazhen Wang (University of Wisconsin, Madison)
2:20 pm
–
3:00 pm
Inspirations Across Seven Decades
David Donoho (Stanford University)
3:00 pm
–
3:15 pm
Poster Awards & Closing Remarks
Haiyan Huang (UC Berkeley)
3:15 pm
–
4:00 pm
Coffee & Discussion
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