JSM2023
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Invited Paper Session

Statistical Learning with Practical Constraints - by COPSS Leadership Academy Award Recipients

Mon, Aug 7, 8:30 AM
Amita ManatungaChair
No Additional Sponsor co: No Additional Sponsorco: Committee of Presidents of Statistical Societies

4 Presentations

Advances in Distribution Compression
8:35 AM - 9:00 AM
Lester Mackey (Microsoft Research New England)
An Automatic Finite-Sample Robustness Metric: Can Dropping a Little Data Change Conclusions?
9:00 AM - 9:25 AM
Tamara Broderick (MIT)
Generalizing Warner's randomized response for private collection of bounded data
9:25 AM - 9:50 AM
Aaditya Ramdas (Carnegie Mellon University)
Theoretical Guarantees for Sparse PCA based on the Elastic Net
9:50 AM - 10:15 AM
Lingzhou Xue (Pennsylvania State University)
Co-authors: Teng Zhang, Haoyi Yang (Penn State University)
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