Bojan Karlas
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
10
Active years
2018–2026
Best venue rank
A*
Where they publish
Papers
14 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SIGMOD | Tenth Workshop on Data Management for End-to-End Machine Learning (DEEM). | Liane Vogel, Bojan Karlas, Stefan Grafberger, Matteo Interlandi |
| 2025 | ICDE | Navigating Data Errors in Machine Learning Pipelines: Identify, Debug, and Learn. | Bojan Karlas, Babak Salimi, Sebastian Schelter |
| 2025 | RecSys | Scalable Data Debugging for Neighborhood-based Recommendation with Data Shapley Values. | Barrie Kersbergen, Olivier Sprangers, Bojan Karlas, Maarten de Rijke, Sebastian Schelter |
| 2025 | SIGMOD | Navigating Data Errors in Machine Learning Pipelines: Identify, Debug, and Learn. | Bojan Karlas, Babak Salimi, Sebastian Schelter |
| 2024 | ICLR | Data Debugging with Shapley Importance over Machine Learning Pipelines. | Bojan Karlas, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang |
| 2023 | SIGMOD | Proactively Screening Machine Learning Pipelines with ARGUSEYES. | Sebastian Schelter, Stefan Grafberger, Shubha Guha, Bojan Karlas, Ce Zhang |
| 2023 | SP | RAB: Provable Robustness Against Backdoor Attacks. | Maurice Weber, Xiaojun Xu, Bojan Karlas, Ce Zhang, Bo Li |
| 2022 | CIDR | Screening Native Machine Learning Pipelines with ArgusEyes. | Sebastian Schelter, Stefan Grafberger, Shubha Guha, Olivier Sprangers, Bojan Karlas, Ce Zhang |
| 2021 | AISTATS | Online Active Model Selection for Pre-trained Classifiers. | Mohammad Reza Karimi, Nezihe Merve Grel, Bojan Karlas, Johannes Rausch, Ce Zhang, Andreas Krause |
| 2021 | CIDR | Ease.ML: A Lifecycle Management System for Machine Learning. | Leonel Aguilar Melgar, David Dao, Shaoduo Gan, Nezihe Merve Grel, Nora Hollenstein, Jiawei Jiang, Bojan Karlas, Thomas Lemmin, Tian Li, Yang Li, Susie Xi Rao, Johannes Rausch, Cdric Renggli, Luka Rimanic, Maurice Weber, Shuai Zhang, Zhikuan Zhao, Kevin Schawinski, Wentao Wu, Ce Zhang |
| 2020 | KDD | Building Continuous Integration Services for Machine Learning. | Bojan Karlas, Matteo Interlandi, Cdric Renggli, Wentao Wu, Ce Zhang, Deepak Mukunthu Iyappan Babu, Jordan Edwards, Chris Lauren, Andy Xu, Markus Weimer |
| 2019 | AISTATS | AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI. | Chen Yu, Bojan Karlas, Jie Zhong, Ce Zhang, Ji Liu |
| 2019 | NSDI | Is advance knowledge of flow sizes a plausible assumption? | Vojislav Dukic, Sangeetha Abdu Jyothi, Bojan Karlas, Muhsen Owaida, Ce Zhang, Ankit Singla |
| 2018 | CLOUD | Network Scheduling in the Dark. | Vojislav Dukic, Sangeetha Abdu Jyothi, Bojan Karlas, Muhsen Owaida, Ce Zhang, Ankit Singla |