Bill Howe
Artificial Intelligence · 2012–2019
A researcher in the Science corpus: 10 papers; trusts 20 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 73 citations into it; #24,360 of 35,345 by trust here, #13,962 by citations
- Computer Vision and Pattern Recognition — 31 citations into it
- Safety Research — 23 citations into it
- Safety, Robustness & Interpretability — 19 citations into it
- Sociology and Political Science — 18 citations into it
- Signal Processing — 17 citations into it
- AI Ethics, Fairness & Society — 16 citations into it
- Statistics and Probability — 15 citations into it
Whom Bill Howe trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Cynthia Dwork
- Indrė Žliobaitė
- Florian Tramèr
- Vincent Bindschaedler
- Yubin Park
- Moritz Hardt
- Michael Hay
- Jun Zhang
- Jock D. Mackinlay
- Dimitris Margaritis
Who trusts Bill Howe overall
Papers from Bill Howe's perspective
Ordered by how strongly the researchers Bill Howe trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Fairness through awareness
- Gradient-based learning applied to document recognition
- Learning Multiple Layers of Features from Tiny Images
- Certifying and Removing Disparate Impact
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- ImageNet: A large-scale hierarchical image database
- Equality of Opportunity in Supervised Learning
- Learning Fair Representations
Their papers
- DataSynthesizer: Privacy-Preserving Synthetic Datasets (2017) — 178 citations
- Interventional Fairness: Causal Database Repair for Algorithmic Fairness (2019) — 213 citations
- Formalizing Visualization Design Knowledge as Constraints: Actionable and Extensible Models in Draco (2018) — 363 citations
- A Nutritional Label for Rankings (2018) — 116 citations
- Synthetic Data for Social Good (2017) — 49 citations
- Voyager 2: Augmenting Visual Analysis with Partial View Specifications (2017) — 340 citations
- Fides: Towards a Platform for Responsible Data Science (2017) — 35 citations
- Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations (2016) — 588 citations
- The BigDAWG Polystore System (2015) — 307 citations
- SkewTune: mitigating skew in mapreduce applications (2012) — 464 citations