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 Sameer Singh, Marco Tulio Ribeiro, Tianqi Chen
9 papers
· 2014–2021
· ACL, IJCAI, NeurIPS
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Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract)
IJCAI 2021
Beyond Accuracy: Behavioral Testing of NLP Models with CheckList
ACL 2020
Are Red Roses Red? Evaluating Consistency of Question-Answering Models
ACL 2019
Learning to Optimize Tensor Programs
NeurIPS 2018
Semantically Equivalent Adversarial Rules for Debugging NLP models
ACL 2018
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
OSDI 2018
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier
NAACL 2016
Efficient Second-Order Gradient Boosting for Conditional Random Fields
AISTATS 2015
Stochastic Gradient Hamiltonian Monte Carlo
ICML 2014
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