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Search All 2021 Events
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Algorithms
Algorithms; Algorithms
Algorithms -> Bandit Algorithms; Reinforcement Learning and Planning
Algorithms -> Bandit Algorithms; Theory
Algorithms -> Classification; Algorithms -> Meta-Learning; Applications
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15 Results
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Poster
Wed 6:00
On the proliferation of support vectors in high dimensions
Daniel Hsu · Vidya Muthukumar · Ji Xu
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 12:45
Localizing Changes in High-Dimensional Regression Models
Alessandro Rinaldo · Daren Wang · Qin Wen · Rebecca Willett · Yi Yu
Poster
Wed 12:45
Reaping the Benefits of Bundling under High Production Costs
Wei Ma · David Simchi-Levi
Poster
Wed 12:45
Principal Component Regression with Semirandom Observations via Matrix Completion
Aditya Bhaskara · Aravinda Kanchana Ruwanpathirana · Pruthuvi Maheshakya Wijewardena
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 6:00
Kernel regression in high dimensions: Refined analysis beyond double descent
Fanghui Liu · Zhenyu Liao · Johan Suykens
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
Wed 12:45
Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers
Lunjia Hu · Omer Reingold
Poster
Tue 14:00
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions
Hossein Taheri · Ramtin Pedarsani · Christos Thrampoulidis
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