output
20032025
most citedNatural Language Processing (almost) from Scratch

5.2k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019★ 15 cited

Global convergence of neuron birth-death dynamics

Grant Rotskoff, Samy Jelassi, Joan Bruna +1

Neural networks with a large number of parameters admit a mean-field description, which has recently served as a theoretical explanation for the favorable training properties of "o…

stat.ML2019★ 42 cited

Support and Invertibility in Domain-Invariant Representations

Fredrik D. Johansson, David Sontag, Rajesh Ranganath

Learning domain-invariant representations has become a popular approach to unsupervised domain adaptation and is often justified by invoking a particular suite of theoretical resul…