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Carlos Guestrin

Identifiers

  • name variant Carlos Guestrin 0.60 · backfill

Papers (37)

  1. Outcome Rewards Do Not Guarantee Verifiable or Causally Important Reasoning cs.CL · 2026 · author #4
  2. Discovering Implicit Large Language Model Alignment Objectives cs.LG · 2026 · author #3
  3. Reinforcement Learning via Self-Distillation cs.LG · 2026 · author #10
  4. Learning to Discover at Test Time cs.LG · 2026 · author #10
  5. Learning to (Learn at Test Time): RNNs with Expressive Hidden States cs.LG · 2024 · author #12
  6. TextGrad: Automatic "Differentiation" via Text cs.CL · 2024 · author #6
  7. Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment cs.LG · 2019 · author #6
  8. Over-Optimization of Academic Publishing Metrics: Observing Goodhart's Law in Action cs.SI · 2018 · author #2
  9. A Fast, Principled Working Set Algorithm for Exploiting Piecewise Linear Structure in Convex Problems stat.ML · 2018 · author #2
  10. A Hardware-Software Blueprint for Flexible Deep Learning Specialization cs.LG · 2018 · author #10
  11. Learning to Optimize Tensor Programs cs.LG · 2018 · author #7
  12. Compact Factorization of Matrices Using Generalized Round-Rank stat.ML · 2018 · author #2
  13. TVM: An Automated End-to-End Optimizing Compiler for Deep Learning cs.LG · 2018 · author #11
  14. The Rise and Fall of Network Stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time cs.SI · 2017 · author #2
  15. Programs as Black-Box Explanations stat.ML · 2016 · author #3
  16. Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction Invariance stat.ML · 2016 · author #3
  17. Model-Agnostic Interpretability of Machine Learning stat.ML · 2016 · author #3
  18. Scaling Submodular Maximization via Pruned Submodularity Graphs cs.LG · 2016 · author #5
  19. Training Deep Nets with Sublinear Memory Cost cs.LG · 2016 · author #4
  20. Time Is of the Essence: Analyzing the Effect of Vertex-Joining Time on Complex Network Evolution cs.SI · 2016 · author #2
  21. XGBoost: A Scalable Tree Boosting System cs.LG · 2016 · author #2
  22. "Why Should I Trust You?": Explaining the Predictions of Any Classifier cs.LG · 2016 · author #3
  23. Divide-and-Conquer Learning by Anchoring a Conical Hull stat.ML · 2014 · author #3
  24. GraphChi-DB: Simple Design for a Scalable Graph Database System -- on Just a PC cs.DB · 2014 · author #2
  25. Stochastic Gradient Hamiltonian Monte Carlo stat.ME · 2014 · author #3
  26. Riffled Independence for Efficient Inference with Partial Rankings cs.LG · 2014 · author #3
  27. Optimal Value of Information in Graphical Models cs.AI · 2014 · author #2
  28. Efficient Informative Sensing using Multiple Robots cs.RO · 2014 · author #3
  29. Distributed GraphLab: A Framework for Machine Learning in the Cloud cs.DB · 2012 · author #5
  30. Concept Modeling with Superwords stat.ML · 2012 · author #3
  31. GraphLab: A Distributed Framework for Machine Learning in the Cloud cs.LG · 2011 · author #5
  32. Kernel Belief Propagation cs.LG · 2011 · author #5
  33. Parallel Coordinate Descent for L1-Regularized Loss Minimization cs.LG · 2011 · author #4
  34. Inference with Multivariate Heavy-Tails in Linear Models cs.LG · 2010 · author #2
  35. Multiresolution Cube Estimators for Sensor Network Aggregate Queries cs.DB · 2010 · author #2
  36. GraphLab: A New Framework for Parallel Machine Learning cs.LG · 2010 · author #5
  37. Uncovering the Riffled Independence Structure of Rankings cs.LG · 2010 · author #2

Mentions

  • 1406.5752 #3 · backfill · confidence 0.70 Carlos Guestrin
  • 1403.0701 #2 · backfill · confidence 0.70 Carlos Guestrin
  • 1402.4102 #3 · backfill · confidence 0.70 Carlos Guestrin
  • 1401.6421 #3 · backfill · confidence 0.70 Carlos Guestrin
  • 1401.3474 #2 · backfill · confidence 0.70 Carlos Guestrin
  • 1401.3462 #3 · backfill · confidence 0.70 Carlos Guestrin
  • 1204.6078 #5 · backfill · confidence 0.70 Carlos Guestrin
  • 1204.2523 #3 · backfill · confidence 0.70 Carlos Guestrin
  • 2602.15338 #3 · arxiv_oai · confidence 0.70 Carlos Guestrin
  • 1107.0922 #5 · backfill · confidence 0.70 Carlos Guestrin
  • 1105.5592 #5 · backfill · confidence 0.70 Carlos Guestrin
  • 1105.5379 #4 · backfill · confidence 0.70 Carlos Guestrin
  • 1008.5325 #2 · backfill · confidence 0.70 Carlos Guestrin
  • 1007.3781 #2 · backfill · confidence 0.70 Carlos Guestrin
  • 1006.4990 #5 · backfill · confidence 0.70 Carlos Guestrin
  • 1006.1328 #2 · backfill · confidence 0.70 Carlos Guestrin
  • 2601.16175 #10 · arxiv_oai · confidence 0.70 Carlos Guestrin

Frequent Coauthors