Doris Xin
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
9
Venues
7
Active years
2013–2022
Best venue rank
A*
Where they publish
Papers
9 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | SIGMOD | DEEM'22: Data Management for End-to-End Machine Learning. | Matthias Boehm, Paroma Varma, Doris Xin |
| 2021 | CHI | Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows. | Doris Xin, Eva Yiwei Wu, Doris Jung Lin Lee, Niloufar Salehi, Aditya G. Parameswaran |
| 2021 | SIGMOD | Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities. | Doris Xin, Hui Miao, Aditya G. Parameswaran, Neoklis Polyzotis |
| 2020 | CIDR | Extending Relational Query Processing with ML Inference. | Konstantinos Karanasos, Matteo Interlandi, Fotis Psallidas, Rathijit Sen, Kwanghyun Park, Ivan Popivanov, Doris Xin, Supun Nakandala, Subru Krishnan, Markus Weimer, Yuan Yu, Raghu Ramakrishnan, Carlo Curino |
| 2018 | ICDM | Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach. | Doris Xin, Ahmed El-Kishky, De Liao, Brandon Norick, Jiawei Han |
| 2018 | SIGMOD | Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities. | Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya G. Parameswaran |
| 2017 | RecSys | Folding: Why Good Models Sometimes Make Spurious Recommendations. | Doris Xin, Nicolas Mayoraz, Hubert Pham, Karthik Lakshmanan, John R. Anderson |
| 2014 | WSDM | LASER: a scalable response prediction platform for online advertising. | Deepak Agarwal, Bo Long, Jonathan Traupman, Doris Xin, Liang Zhang |
| 2013 | DNA | Parallel Computation Using Active Self-assembly. | Moya Chen, Doris Xin, Damien Woods |