19 citations · 24 across the 3 of their papers we have counts for
3 papers
cs.MS2020★ 4 cited
SymJAX: symbolic CPU/GPU/TPU programming
Randall Balestriero
SymJAX is a symbolic programming version of JAX simplifying graph input/output/updates and providing additional functionalities for general machine learning and deep learning appli…
stat.ML2017★ 1 cited
Multiscale Residual Mixture of PCA: Dynamic Dictionaries for Optimal Basis Learning
Randall Balestriero
In this paper we are interested in the problem of learning an over-complete basis and a methodology such that the reconstruction or inverse problem does not need optimization. We a…
stat.ML2017★ 19 cited
Neural Decision Trees
Randall Balestriero
In this paper we propose a synergistic melting of neural networks and decision trees (DT) we call neural decision trees (NDT). NDT is an architecture a la decision tree where each…