3 code implementations • 10 Jun 2019 • David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer Chayes, Yoshua Bengio
Climate change is one of the greatest challenges facing humanity, and we, as machine learning experts, may wonder how we can help.
no code implementations • 25 Mar 2015 • Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek, Nihar B. Shah
There is a rapidly increasing interest in crowdsourcing for data labeling.
1 code implementation • CVPR 2015 • Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
The language model learns from a set of over 400, 000 image descriptions to capture the statistics of word usage.
Ranked #1 on Image Captioning on COCO Captions test
no code implementations • NeurIPS 2012 • Dengyong Zhou, Sumit Basu, Yi Mao, John C. Platt
We propose a minimax entropy principle to improve the quality of these labels.
no code implementations • NeurIPS 2007 • Emre Kiciman, David Maltz, John C. Platt
Web servers on the Internet need to maintain high reliability, but the cause of intermittent failures of web transactions is non-obvious.