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Daphne Koller

Identifiers

  • name variant Daphne Koller 0.60 · backfill

Papers (42)

  1. Peptide-Spectra Matching from Weak Supervision q-bio.QM · 2018 · author #11
  2. Inferring Multidimensional Rates of Aging from Cross-Sectional Data cs.LG · 2018 · author #4
  3. Tuned Models of Peer Assessment in MOOCs cs.LG · 2013 · author #6
  4. Probability Estimation in Face of Irrelevant Information cs.AI · 2013 · author #2
  5. Generating New Beliefs From Old cs.AI · 2013 · author #4
  6. Stochastic Simulation Algorithms for Dynamic Probabilistic Networks cs.AI · 2013 · author #2
  7. Context-Specific Independence in Bayesian Networks cs.AI · 2013 · author #4
  8. Nonuniform Dynamic Discretization in Hybrid Networks cs.AI · 2013 · author #2
  9. Object-Oriented Bayesian Networks cs.AI · 2013 · author #1
  10. Update Rules for Parameter Estimation in Bayesian Networks cs.LG · 2013 · author #2
  11. Tractable Inference for Complex Stochastic Processes cs.AI · 2013 · author #2
  12. SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation cs.AI · 2013 · author #2
  13. A General Algorithm for Approximate Inference and its Application to Hybrid Bayes Nets cs.AI · 2013 · author #1
  14. Discovering the Hidden Structure of Complex Dynamic Systems cs.AI · 2013 · author #3
  15. Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (2001) cs.AI · 2013 · author #2
  16. Probabilistic Models for Agents' Beliefs and Decisions cs.AI · 2013 · author #2
  17. Policy Iteration for Factored MDPs cs.AI · 2013 · author #1
  18. Being Bayesian about Network Structure cs.LG · 2013 · author #2
  19. Utilities as Random Variables: Density Estimation and Structure Discovery cs.AI · 2013 · author #2
  20. Exact Inference in Networks with Discrete Children of Continuous Parents cs.AI · 2013 · author #3
  21. Discriminative Probabilistic Models for Relational Data cs.LG · 2012 · author #3
  22. Continuous Time Bayesian Networks cs.AI · 2012 · author #3
  23. Monitoring a Complez Physical System using a Hybrid Dynamic Bayes Net cs.AI · 2012 · author #5
  24. Learning Hierarchical Object Maps Of Non-Stationary Environments with mobile robots cs.LG · 2012 · author #3
  25. Learning Module Networks cs.LG · 2012 · author #4
  26. Learning Continuous Time Bayesian Networks cs.LG · 2012 · author #3
  27. Recovering Articulated Object Models from 3D Range Data cs.CV · 2012 · author #2
  28. Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks cs.LG · 2012 · author #2
  29. Expectation Maximization and Complex Duration Distributions for Continuous Time Bayesian Networks cs.AI · 2012 · author #3
  30. Expectation Propagation for Continuous Time Bayesian Networks cs.AI · 2012 · author #2
  31. Learning Factor Graphs in Polynomial Time & Sample Complexity cs.LG · 2012 · author #2
  32. Continuous Time Markov Networks cs.AI · 2012 · author #3
  33. Residual Belief Propagation: Informed Scheduling for Asynchronous Message Passing cs.AI · 2012 · author #3
  34. Reasoning at the Right Time Granularity cs.AI · 2012 · author #3
  35. Constrained Approximate Maximum Entropy Learning of Markov Random Fields cs.LG · 2012 · author #4
  36. Convex Point Estimation using Undirected Bayesian Transfer Hierarchies cs.LG · 2012 · author #4
  37. Projected Subgradient Methods for Learning Sparse Gaussians cs.LG · 2012 · author #3
  38. MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts cs.AI · 2012 · author #2
  39. Discovering shared and individual latent structure in multiple time series stat.ML · 2010 · author #2
  40. Representation Dependence in Probabilistic Inference cs.AI · 2003 · author #2
  41. From Statistical Knowledge Bases to Degrees of Belief cs.AI · 2003 · author #4
  42. First-Order Conditional Logic Revisited cs.AI · 1998 · author #3

Mentions

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Frequent Coauthors