no code implementations • 24 Oct 2019 • Vinod Raman, Daniel T. Zhang, Young Hun Jung, Ambuj Tewari
We present online boosting algorithms for multilabel ranking with top-k feedback, where the learner only receives information about the top k items from the ranking it provides.
1 code implementation • 11 Oct 2018 • Daniel T. Zhang, Young Hun Jung, Ambuj Tewari
We propose an unbiased estimate of the loss using a randomized prediction, allowing the model to update its weak learners with limited information.
no code implementations • 5 Jul 2017 • Alex Chojnacki, Chengyu Dai, Arya Farahi, Guangsha Shi, Jared Webb, Daniel T. Zhang, Jacob Abernethy, Eric Schwartz
This is the nation's largest dataset on lead in a municipal water system.