Carlos Guestrin
Chan Zuckerberg Initiative (United States)(US)Stanford University(US)
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Energy Efficient Wireless Sensor Networks, Machine Learning and Algorithms, Machine Learning and Data Classification, Data Management and Algorithms
Most-Cited Works
- → "Why Should I Trust You?"(2016)14,307 cited
- → “Why Should I Trust You?”: Explaining the Predictions of Any Classifier(2016)4,867 cited
- → Cost-effective outbreak detection in networks(2007)2,483 cited
- → Anchors: High-Precision Model-Agnostic Explanations(2018)2,024 cited
- → Distributed GraphLab(2012)1,669 cited
- → PowerGraph: distributed graph-parallel computation on natural graphs(2012)1,504 cited
- Max-Margin Markov Networks(2003)
- Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies(2008)