24 citations · 94 across the 8 of their papers we have counts for
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stat.ML2020★ 3 cited
Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modeling
Akash Srivastava, Yamini Bansal, Yukun Ding +15
Current autoencoder-based disentangled representation learning methods achieve disentanglement by penalizing the (aggregate) posterior to encourage statistical independence of the…
stat.ML2018★ 13 cited
Minnorm training: an algorithm for training over-parameterized deep neural networks
Yamini Bansal, Madhu Advani, David D Cox +1
In this work, we propose a new training method for finding minimum weight norm solutions in over-parameterized neural networks (NNs). This method seeks to improve training speed an…