Search All 2021 Events
  Search abstracts

Filter by Keyword:

12 Results

<<   <   Page 1 of 1   >>   >
Poster
Tue 14:00 Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions
Hossein Taheri · Ramtin Pedarsani · Christos Thrampoulidis
Poster
Tue 18:30 Identification of Matrix Joint Block Diagonalization
Yunfeng Cai · Ping Li
Poster
Tue 18:30 On the High Accuracy Limitation of Adaptive Property Estimation
Yanjun Han
Poster
Wed 6:00 On the proliferation of support vectors in high dimensions
Daniel Hsu · Vidya Muthukumar · Ji Xu
Poster
Wed 6:00 High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding
Hannah Marienwald · Jean-Baptiste Fermanian · Gilles Blanchard
Poster
Wed 12:45 Localizing Changes in High-Dimensional Regression Models
Alessandro Rinaldo · Daren Wang · Qin Wen · Rebecca Willett · Yi Yu
Poster
Wed 12:45 Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression
Pratik Patil · Yuting Wei · Alessandro Rinaldo · Ryan Tibshirani
Poster
Wed 12:45 Principal Component Regression with Semirandom Observations via Matrix Completion
Aditya Bhaskara · Aravinda Kanchana Ruwanpathirana · Pruthuvi Maheshakya Wijewardena
Poster
Thu 7:30 High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation
Kristjan Greenewald · Karthikeyan Shanmugam · Dmitriy Katz
Poster
Thu 7:30 The Unexpected Deterministic and Universal Behavior of Large Softmax Classifiers
Mohamed El Amine Seddik · Cosme Louart · Romain COUILLET · Mohamed Tamaazousti
Poster
Thu 7:30 Asymptotics of Ridge(less) Regression under General Source Condition
Dominic Richards · Jaouad Mourtada · Lorenzo Rosasco
Poster
Thu 7:30 Quantifying the Privacy Risks of Learning High-Dimensional Graphical Models
Sasi Kumar Murakonda · Reza Shokri · George Theodorakopoulos