Did the Model Change? Efficiently Assessing Machine Learning API Shifts

29 July 2021

Papers citing "Did the Model Change? Efficiently Assessing Machine Learning API Shifts"

7 / 7 papers shown

Title
Active Learning under Label Shift Eric Zhao Anqi Liu Anima Anandkumar Yisong Yue 66 26 0 16 Jul 2020
Beyond Accuracy: Behavioral Testing of NLP models with CheckList Marco Tulio Ribeiro Tongshuang Wu Carlos Guestrin Sameer Singh ELM 73 1,089 0 08 May 2020
Masked Face Recognition Dataset and Application Zhongyuan Wang Guangcheng Wang Baojin Huang Zhangyang Xiong Q. Hong ... Yingjiao Pei Heling Chen Yu Miao Zhibing Huang Ji Liang CVBM 116 416 0 20 Mar 2020
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 39 349 0 07 Apr 2019
Detecting and Correcting for Label Shift with Black Box Predictors Zachary Chase Lipton Yu Wang Alex Smola OOD 23 548 0 12 Feb 2018
Learning Social Relation Traits from Face Images Zhanpeng Zhang Ping Luo Chen Change Loy Xiaoou Tang CVBM 31 161 0 14 Sep 2015
Challenges in Representation Learning: A report on three machine learning contests Ian Goodfellow D. Erhan P. Carrier Aaron Courville M. Berk Mirza ... Jingjing Xie Lukasz Romaszko Bing Xu Chuang Zhang Yoshua Bengio CVBM 97 1,605 0 01 Jul 2013