Carlos Guestrin

Carlos Guestrin is a person.

• See: Visual Concept Learning, Submodular Function, Dato Inc., TextGrad.

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References

• http://homes.cs.washington.edu/~guestrin/

2025

• (Yuksekgonul et al., 2025) ⇒ Mert Yuksekgonul, Federico Bianchi, Joseph Boen, Sheng Liu, Pan Lu, Zhi Huang, Carlos Guestrin, and James Zou. (2025). “Optimizing Generative AI by Backpropagating Language Model Feedback.” In: Nature, 639. doi:10.1038/s41586-025-08661-4

2014

• (Divvala et al., 2014) ⇒ Santosh K Divvala, Ali Farhadi, and Carlos Guestrin. (2014). “Learning Everything About Anything: Webly-Supervised Visual Concept Learning.” In: CVPR.

2013

• (Krause & Guestrin, 2013) ⇒ Andreas Krause, and Carlos Guestrin. (2013). “Submodularity in Machine Learning: New Directions." Tutorial at ICML 2013.

2008

• (Krause & Guestrin, 2008) ⇒ Andreas Krause, and Carlos Guestrin. (2008). “Beyond Convexity - Submodularity in Machine Learning." Tutorial at ICML 2008.

2007

• (Leskovec et al., 2007) ⇒ Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen, and Natalie Glance. (2007). “Cost-effective Outbreak Detection in Networks.” In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2007) doi:10.1145/1281192.1281239

2004

• (Deshpande et al., 2004) ⇒ Amol Deshpande, Carlos Guestrin, Samuel R. Madden, Joseph M. Hellerstein, and Wei Hong. (2004). “Model-driven Data Acquisition in Sensor Networks.” In: Proceedings of the Thirtieth International Conference on Very large data bases.

2003

• (Taskar et al., 2003) ⇒ Ben Taskar, Ming-Fai Wong, Pieter Abbeel and Daphne Koller. (2003). “Link Prediction in Relational Data.” In: Neural Information Processing Systems Conference (NIPS 2003)

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