Concepedia

Karl Ridgeway

KR

8

Publications

347

Citations

8

H-Index

2016

Active since

Affiliations

University of Colorado Boulder(Current)

University of Colorado System

Karl Ridgeway is an author at University of Colorado Boulder specializing in machine learning, computer science, and deep learning.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceFew-shot LearningNatural Language ProcessingPattern RecognitionSupervised LearningRepresentation Learning

Publications per year

2016–2020

8

Publications

8

Learning Deep Disentangled Embeddings With the F-Statistic Loss

Karl Ridgeway, Michael C. Mozer · arXiv (Cornell University) · 2018 · 95 citations · Full text

Natural Language Processing, Few-shot Learning, Deep-embedding Methods Aim +12

Learning to generate images with perceptual similarity metrics

Jake Snell, Karl Ridgeway, Renjie Liao et al. · 2017 · 51 citations · Full text

Machine Vision, Machine Learning, Image Analysis +15

Adapted Deep Embeddings: A Synthesis of Methods for $k$-Shot Inductive Transfer Learning

Tyler R. Scott, Karl Ridgeway, Michael C. Mozer · arXiv (Cornell University) · 2018 · 48 citations · Full text

Learning Deep Disentangled Embeddings with the F-Statistic Loss

Karl Ridgeway, Michael C. Mozer · arXiv (Cornell University) · 2018 · 43 citations · Full text

Natural Language Processing, Few-shot Learning, Deep-embedding Methods Aim +12

A Survey of Inductive Biases for Factorial Representation-Learning

Karl Ridgeway · arXiv (Cornell University) · 2016 · 37 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Rows per page

1–5 of 8