output
20132026
most citedTowards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools

271 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 2019Show all

3 papers · 1 filter

cs.LG2019★ 271 cited

Towards Automated Machine Learning: Evaluation and Comparison of AutoML Approaches and Tools

Anh Truong, Austin Walters, Jeremy Goodsitt +3

There has been considerable growth and interest in industrial applications of machine learning (ML) in recent years. ML engineers, as a consequence, are in high demand across the i…

cs.CL2019

A Persona-based Multi-turn Conversation Model in an Adversarial Learning Framework

Oluwatobi O. Olabiyi, Anish Khazane, Erik T. Mueller

In this paper, we extend the persona-based sequence-to-sequence (Seq2Seq) neural network conversation model to multi-turn dialogue by modifying the state-of-the-art hredGAN archite…

cs.LG2019★ 20 cited

Global Explanations of Neural Networks: Mapping the Landscape of Predictions

Mark Ibrahim, Melissa Louie, Ceena Modarres +1

A barrier to the wider adoption of neural networks is their lack of interpretability. While local explanation methods exist for one prediction, most global attributions still reduc…