303 citations · 673 across the 10 of their papers we have counts for
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cs.LG2023
TimewarpVAE: Simultaneous Time-Warping and Representation Learning of Trajectories
Travers Rhodes, Daniel D. Lee
Human demonstrations of trajectories are an important source of training data for many machine learning problems. However, the difficulty of collecting human demonstration data for…
cs.LG2023
Sparsity-depth Tradeoff in Infinitely Wide Deep Neural Networks
Chanwoo Chun, Daniel D. Lee
We investigate how sparse neural activity affects the generalization performance of a deep Bayesian neural network at the large width limit. To this end, we derive a neural network…