-
Improving the Reconstruction of Disentangled Representation Learners via Multi-Stage Modelling
Current autoencoder-based disentangled representation learning methods a...
read it
-
For self-supervised learning, Rationality implies generalization, provably
We prove a new upper bound on the generalization gap of classifiers that...
read it
-
Distributional Generalization: A New Kind of Generalization
We introduce a new notion of generalization – Distributional Generalizat...
read it
-
Deep Double Descent: Where Bigger Models and More Data Hurt
We show that a variety of modern deep learning tasks exhibit a "double-d...
read it
-
Minnorm training: an algorithm for training over-parameterized deep neural networks
In this work, we propose a new training method for finding minimum weigh...
read it
-
Minnorm training: an algorithm for training overcomplete deep neural networks
In this work, we propose a new training method for finding minimum weigh...
read it

Yamini Bansal
is this you? claim profile