Carlos Guestrin
Scholar

Carlos Guestrin

Google Scholar ID: DpLFv4gAAAAJ
Professor, Stanford University
Machine LearningDistributed SystemsArtificial IntelligenceParallel AlgorithmsSensor Networks
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Citations & Impact
All-time
Citations
114,901
 
H-index
66
 
i10-index
142
 
Publications
20
 
Co-authors
37
list available
Contact
No contact links provided.
Publications
18 items
Beyond expert users: agents should help users construct preferences, not just elicit them
2026
Cited
0
Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning
2026
Cited
0
Discovering Implicit Large Language Model Alignment Objectives
2026
Cited
0
ALMo: Interactive Aim-Limit-Defined, Multi-Objective System for Personalized High-Dose-Rate Brachytherapy Treatment Planning and Visualization for Cervical Cancer
2026
Cited
0
PluRel: Synthetic Data unlocks Scaling Laws for Relational Foundation Models
2026
Cited
0
Reinforcement Learning via Self-Distillation
2026
Cited
6
Learning to Discover at Test Time
2026
Cited
11
End-to-End Test-Time Training for Long Context
2025
Cited
0
Resume (English only)
Co-authors
37 total
Tianqi Chen
Tianqi Chen
Carnegie Mellon University
Sameer Singh
Sameer Singh
Professor, UC Irvine | CTO, Spiffy AI
Marco Tulio Ribeiro
Marco Tulio Ribeiro
Microsoft AI
Andreas Krause
Andreas Krause
Professor of Computer Science, ETH Zurich
Joseph Hellerstein
Joseph Hellerstein
Jim Gray Professor of the Graduate School, UC Berkeley
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Samuel Madden
Samuel Madden
MIT