Poster

Tue 9:00

List-Decodable Sparse Mean Estimation
Shiwei Zeng · Jie Shen

Poster

Thu 14:00

Mean Estimation with User-level Privacy under Data Heterogeneity
Rachel Cummings · Vitaly Feldman · Audra McMillan · Kunal Talwar

Workshop

Skeleton Clustering: Graph-Based Approach for Dimension-Free Density-Aided Clustering
Zeyu Wei · Yen-Chi Chen

Poster

Wed 9:00

New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
Gautam Kamath · Argyris Mouzakis · Vikrant Singhal

Poster

Tue 9:00

Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions
Ilias Diakonikolas · Daniel Kane · Jasper Lee · Ankit Pensia

Poster

Wed 9:00

Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models
Yihan Zhang · Nir Weinberger

Poster

Tue 14:00

List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
Ilias Diakonikolas · Daniel Kane · Sushrut Karmalkar · Ankit Pensia · Thanasis Pittas

Poster

Tue 14:00

Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation
Kristian Georgiev · Samuel Hopkins