Song Mei
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| title | conference | date |
|---|---|---|
| A Theoretical Framework of Convolutional Kernels on Image Datasets | Deep Learning Theory Workshop and Summer School 2022 | 2022-08-01 |
Characterizes the RKHS of single‑layer convolution + pooling + downsampling and analyzes kernel ridge regression and random‑feature limits under isotropic data… | ||
| Local Convexity Of The Tap Free Energy And Amp Convergence For Z2-Synchronization | Rigorous Evidence for Information-Computation Trade-offs | 2021-09-13 |
For Z2 synchronization at constant signal strength the result is that the TAP free energy has a single, locally strongly convex minimizer near the Bayes… | ||
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