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Topic-Contributed Paper Session

Statistical Learning from a Modern Perspective

Mon, Aug 7, 2:00 PM

Yuting WeiChair

Royal Statistical Society

5 Presentations

Towards Non-Asymptotic Convergence for Diffusion-Based Generative Models

2:05 PM - 2:25 PM

Signal-to-noise-ratio aware minimaxity via higher order asymptotics

2:25 PM - 2:45 PM

Arian Maleki (Columbia University)

The out-of-sample prediction error of the square-root lasso and related estimators

2:45 PM - 3:05 PM

Cynthia Rush (Columbia University)

Precise Asymptotics for Spectral Methods in Mixed Generalized Linear Models

3:05 PM - 3:25 PM

Ramji Venkataramanan (University of Cambridge)

Precise Asymptotics for Spectral Methods in Generalized Linear Models with Correlated Gaussian Designs

3:25 PM - 3:45 PM

Marco Mondelli (IST Austria)

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