Bojan Karlaš
6 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17)
👥
Mega-Team · Squad
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The Questioner
Venues
Top co-authors
Research topics
Keywords
statistical learning
(1)
active learning
(1)
certified robustness
(1)
adversarial robustness
(1)
model selection
(1)
online learning
(1)
benchmark suite
(1)
feature extraction
(1)
logical reasoning
(1)
model evaluation
(1)
supervised learning
(1)
data importance
(1)
selective sampling
(1)
hyperparameter tuning
(1)
regret bound
(1)
markov logic network
(1)
data quality
(1)
adversarial example
(1)
dataset benchmark
(1)
datacenter network
(1)
Papers
Data Debugging with Shapley Importance over Machine Learning Pipelines
ICLR 2024
DataPerf: Benchmarks for Data-Centric AI Development
NeurIPS 2023
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NeurIPS 2022
Online Active Model Selection for Pre-trained Classifiers
AISTATS 2021
AutoML from Service Provider’s Perspective: Multi-device, Multi-tenant Model Selection with GP-EI
AISTATS 2019
Is advance knowledge of flow sizes a plausible assumption?
NSDI 2019