565 citations · 2.3k across the 35 of their papers we have counts for
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cs.LG2024
All Random Features Representations are Equivalent
Luke Sernau, Silvano Bonacina, Rif A. Saurous
Random features are a powerful technique for rewriting positive-definite kernels as linear products. They bring linear tools to bear in important nonlinear domains like KNNs and at…
cs.CV2024
Robust Inverse Graphics via Probabilistic Inference
Tuan Anh Le, Pavel Sountsov, Matthew D. Hoffman +3
How do we infer a 3D scene from a single image in the presence of corruptions like rain, snow or fog? Straightforward domain randomization relies on knowing the family of corruptio…