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Invited talk, Carlos Guestrin
Carlos Guestrin
Author Information
Carlos Guestrin (Apple & University of Washington)
More from the Same Authors
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2018 Poster: Learning to Optimize Tensor Programs »
Tianqi Chen · Lianmin Zheng · Eddie Yan · Ziheng Jiang · Thierry Moreau · Luis Ceze · Carlos Guestrin · Arvind Krishnamurthy -
2018 Spotlight: Learning to Optimize Tensor Programs »
Tianqi Chen · Lianmin Zheng · Eddie Yan · Ziheng Jiang · Thierry Moreau · Luis Ceze · Carlos Guestrin · Arvind Krishnamurthy -
2018 Poster: Training Deep Models Faster with Robust, Approximate Importance Sampling »
Tyler Johnson · Carlos Guestrin -
2016 Poster: Unified Methods for Exploiting Piecewise Linear Structure in Convex Optimization »
Tyler Johnson · Carlos Guestrin -
2014 Poster: Divide-and-Conquer Learning by Anchoring a Conical Hull »
Tianyi Zhou · Jeffrey A Bilmes · Carlos Guestrin -
2012 Demonstration: GraphLab: A Framework For Machine Learning in the Cloud »
Yucheng Low · Haijie Gu · Carlos Guestrin -
2011 Workshop: Big Learning: Algorithms, Systems, and Tools for Learning at Scale »
Joseph E Gonzalez · Sameer Singh · Graham Taylor · James Bergstra · Alice Zheng · Misha Bilenko · Yucheng Low · Yoshua Bengio · Michael Franklin · Carlos Guestrin · Andrew McCallum · Alexander Smola · Michael Jordan · Sugato Basu -
2011 Poster: Linear Submodular Bandits and their Application to Diversified Retrieval »
Yisong Yue · Carlos Guestrin -
2010 Poster: Evidence-Specific Structures for Rich Tractable CRFs »
Anton Chechetka · Carlos Guestrin -
2010 Poster: Inference with Multivariate Heavy-Tails in Linear Models »
Danny Bickson · Carlos Guestrin -
2009 Workshop: Learning with Orderings »
Tiberio Caetano · Carlos Guestrin · Jonathan Huang · Risi Kondor · Guy Lebanon · Marina Meila -
2009 Workshop: Large-Scale Machine Learning: Parallelism and Massive Datasets »
Alexander Gray · Arthur Gretton · Alexander Smola · Joseph E Gonzalez · Carlos Guestrin -
2009 Poster: Riffled Independence for Ranked Data »
Jonathan Huang · Carlos Guestrin -
2009 Spotlight: Riffled Independence for Ranked Data »
Jonathan Huang · Carlos Guestrin -
2007 Oral: Efficient Inference forDistributions on Permutations »
Jonathan Huang · Carlos Guestrin · Leonidas Guibas -
2007 Poster: Efficient Inference forDistributions on Permutations »
Jonathan Huang · Carlos Guestrin · Leonidas Guibas -
2007 Spotlight: Selecting Observations against Adversarial Objectives »
Andreas Krause · H. Brendan McMahan · Carlos Guestrin · Anupam Gupta -
2007 Poster: Selecting Observations against Adversarial Objectives »
Andreas Krause · H. Brendan McMahan · Carlos Guestrin · Anupam Gupta -
2007 Poster: Efficient Principled Learning of Thin Junction Trees »
Anton Chechetka · Carlos Guestrin -
2006 Poster: Distributed Inference in Dynamical Systems »
Stanislav Funiak · Carlos Guestrin · Mark A Paskin · Rahul Sukthankar