Arlind Kadra
6 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
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Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(4)
Optimization & Theory
(4)
Deep Learning
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Core AI
(1)
Keywords
hyperparameter optimization
(4)
neural network
(3)
learning curve
(2)
tabular data
(2)
bayesian optimization
(2)
pre-trained model
(1)
interpretable model
(1)
model explanation
(1)
interpretable neural network
(1)
linear model
(1)
multi-fidelity optimization
(1)
multi-layer perceptron
(1)
python library
(1)
open science
(1)
explainable model
(1)
gradient boosted decision tree
(1)
power law
(1)
machine learning api
(1)
workflow automation
(1)
dataset sharing
(1)
Papers
Interpretable Mesomorphic Networks for Tabular Data
NeurIPS 2024
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
ICLR 2024
Scaling Laws for Hyperparameter Optimization
NeurIPS 2023
Supervising the Multi-Fidelity Race of Hyperparameter Configurations
NeurIPS 2022
OpenML-Python: an extensible Python API for OpenML
JMLR 2021
Well-tuned Simple Nets Excel on Tabular Datasets
NeurIPS 2021