Bojan Karlas | DeepAI

AI Chat

Featured Co-authors

Bo Li
461 publications
Andreas Krause
182 publications
Ji Liu
135 publications
Ce Zhang
133 publications
Feng Liu
124 publications
James Zou
123 publications
Peng Li
119 publications
Douwe Kiela
70 publications
Vijay Janapa Reddi
50 publications
Bolin Ding
47 publications
Joaquin Vanschoren
43 publications

∙ 07/20/2022

DataPerf: Benchmarks for Data-Centric AI Development

Machine learning (ML) research has generally focused on models, while th...

17 Mark Mazumder, et al. ∙

∙ 02/15/2021

A Data Quality-Driven View of MLOps

Developing machine learning models can be seen as a process similar to t...

0 Cedric Renggli, et al. ∙

∙ 10/19/2020

Online Active Model Selection for Pre-trained Classifiers

Given k pre-trained classifiers and a stream of unlabeled data examples,...

0 Mohammad Reza Karimi, et al. ∙

∙ 05/11/2020

Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions

Machine learning (ML) applications have been thriving recently, largely ...

9 Bojan Karlas, et al. ∙

∙ 03/19/2020

RAB: Provable Robustness Against Backdoor Attacks

Recent studies have shown that deep neural networks (DNNs) are vulnerabl...

4 Maurice Weber, et al. ∙

∙ 02/28/2020

End-to-end Robustness for Sensing-Reasoning Machine Learning Pipelines

As machine learning (ML) being applied to many mission-critical scenario...

25 Zhuolin Yang, et al. ∙

∙ 12/19/2019

Data Science through the looking glass and what we found there

The recent success of machine learning (ML) has led to an explosive grow...

0 Fotis Psallidas, et al. ∙

∙ 03/01/2019

Continuous Integration of Machine Learning Models with ease.ml/ci: Towards a Rigorous Yet Practical Treatment

Continuous integration is an indispensable step of modern software engin...

0 Cedric Renggli, et al. ∙

∙ 03/17/2018

Multi-device, Multi-tenant Model Selection with GP-EI

Bayesian optimization is the core technique behind the emergence of Auto...

0 Chen Yu, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world