Bojan Karlaš
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird
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Cross-Pollinator
(13)
🌉
Interdisciplinary Bridge
👥
Mega-Team
(47)
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The Questioner
Conferences
AISTATS (2)
NIPS (2)
ICLR (1)
NSDI (1)
Top co-authors
Keywords
statistical learning
(1)
active learning
(1)
certified robustness
(1)
adversarial robustness
(1)
model selection
(1)
online learning
(1)
benchmark suite
(1)
logical reasoning
(1)
model evaluation
(1)
supervised learning
(1)
selective sampling
(1)
hyperparameter tuning
(1)
regret bound
(1)
markov logic network
(1)
data quality
(1)
adversarial example
(1)
dataset benchmark
(1)
flow size prediction
(1)
network scheduling
(1)
heuristic method
(1)
Papers
Data Debugging with Shapley Importance over Machine Learning Pipelines
ICLR 2024
DataPerf: Benchmarks for Data-Centric AI Development
NIPS 2023
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NIPS 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