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XGBoost: A Scalable Tree Boosting System
- Tianqi Chen, Carlos Guestrin
- Computer ScienceKDD
- 9 March 2016
TLDR
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
- Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin
- Computer ScienceHLT-NAACL Demos
- 16 February 2016
TLDR
PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs
- Joseph E. Gonzalez, Y. Low, Haijie Gu, D. Bickson, Carlos Guestrin
- Computer ScienceOSDI
- 8 October 2012
TLDR
Max-Margin Markov Networks
- B. Taskar, Carlos Guestrin, D. Koller
- Computer ScienceNIPS
- 9 December 2003
TLDR
Cost-effective outbreak detection in networks
- J. Leskovec, Andreas Krause, Carlos Guestrin, C. Faloutsos, J. Vanbriesen, N. Glance
- Computer ScienceKDD '07
- 12 August 2007
TLDR
Distributed GraphLab : A Framework for Machine Learning and Data Mining in the Cloud
- Y. Low, Joseph Gonzalez, Aapo Kyrola, D. Bickson, Carlos Guestrin, J. Hellerstein
- Computer Science
- 2012
TLDR
GraphChi: Large-Scale Graph Computation on Just a PC
- Aapo Kyrola, G. Blelloch, Carlos Guestrin
- Computer ScienceOSDI
- 8 October 2012
TLDR
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
- Tianqi Chen, T. Moreau, A. Krishnamurthy
- Computer ScienceOSDI
- 12 February 2018
TLDR
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies
- Andreas Krause, A. Singh, Carlos Guestrin
- Computer ScienceJ. Mach. Learn. Res.
- 1 June 2008
TLDR
Stochastic Gradient Hamiltonian Monte Carlo
- Tianqi Chen, E. Fox, Carlos Guestrin
- Computer ScienceICML
- 17 February 2014
TLDR
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