Carlos Guestrin
48 papers · 2005–2026 · 11 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 18 separate collaboration groups - the largest holds only 19% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Carlos Guestrin?
10 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Yucheng Low, Danny Bickson, Arthur Gretton
8 papers
· 2005–2020
· AISTATS, ICML, OSDI
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AdaScale SGD: A User-Friendly Algorithm for Distributed Training
ICML 2020
Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization
ICML 2015
PowerGraph: Distributed Graph-Parallel Computation on Natural Graphs
OSDI 2012
Kernel Belief Propagation
AISTATS 2011
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees
AISTATS 2011
Inference with Multivariate Heavy-Tails in Linear Models
NeurIPS 2010
Nonparametric Tree Graphical Models
AISTATS 2010
Residual Splash for Optimally Parallelizing Belief Propagation
AISTATS 2005
8 papers whose co-authors appear nowhere else under this name
Post-Hoc Reversal: Are We Selecting Models Prematurely?
NeurIPS 2024
Beyond Confidence: Reliable Models Should Also Consider Atypicality
NeurIPS 2023
StingyCD: Safely Avoiding Wasteful Updates in Coordinate Descent
ICML 2017
GraphChi: Large-Scale Graph Computation on Just a PC
OSDI 2012
Sample Complexity of Composite Likelihood
AISTATS 2012
Linear Submodular Bandits and their Application to Diversified Retrieval
NeurIPS 2011
Distributed Inference in Dynamical Systems
NeurIPS 2006
Learning Thin Junction Trees via Graph Cuts
AISTATS 2005