Gisele Lobo Pappa
Artificial Intelligence · 2005–2018
A researcher in the Science corpus: 3 papers; trusts 18 researchers and is trusted by 3 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 15 citations into it; #27,336 of 35,345 by trust here, #23,077 by citations
- Optimization & Training — 6 citations into it
- Computational Theory and Mathematics — 5 citations into it
- Evaluation & Benchmarks — 5 citations into it
- Molecular Biology — 5 citations into it
- Neural Architecture Search & AutoML — 5 citations into it
Whom Gisele Lobo Pappa trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Jaka Demsar
- Jesse Read
- Grigorios Tsoumakas
- Frank Hutter
- Chris J. Thornton
- Matthias Feurer
- Randal S. Olson
- Jost Tobias Springenberg
- Damien P. Devos
Who trusts Gisele Lobo Pappa overall
Papers from Gisele Lobo Pappa's perspective
Ordered by how strongly the researchers Gisele Lobo Pappa trusts endorse each paper. Same corpus, a different order for every researcher.
- Scikit-learn: Machine Learning in Python
- Random Search for Hyper-Parameter Optimization
- Algorithms for Hyper-Parameter Optimization
- Statistical Comparisons of Classifiers over Multiple Data Sets
- ImageNet classification with deep convolutional neural networks
- Efficient and Robust Automated Machine Learning
- The WEKA data mining software: an update
- Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms
- Learning Multiple Layers of Features from Tiny Images
- Classifier chains for multi-label classification (Machine-mediated learning)
Their papers
- RECIPE: A Grammar-Based Framework for Automatically Evolving Classification Pipelines (2017) — 111 citations
- Predicting post-synaptic activity in proteins with data mining (2005) — 23 citations
- Automated Selection and Configuration of Multi-Label Classification Algorithms with Grammar-Based Genetic Programming (2018) — 35 citations