Karlaš, Bojan

1. DataPerf: Benchmarks for Data-Centric AI Development
   2022/07/20 by Mark Mazumder, Colby Banbury, Mazumder, Mark +78 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. RAB: Provable Robustness Against Backdoor Attacks
   2020/03/19 by Weber, Maurice, Xu, Xiaojun, Karlaš, Bojan +2 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. A Data Quality-Driven View of MLOps
   2021/02/15 by Cédric Renggli, Renggli, Cedric, Luka Rimanić +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. DMLR: Data-centric Machine Learning Research -- Past, Present and Future
   2023/11/21 by Oala, Luis, Maskey, Manil, Bat-Leah, Lilith +35 · 2 citations
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
5. Online Active Model Selection for Pre-trained Classifiers
   2020/10/19 by Karimi, Mohammad Reza, Gürel, Nezihe Merve, Karlaš, Bojan +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)