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Kristian Kersting

Identifiers

  • name variant Kristian Kersting 0.60 · backfill

Papers (45)

  1. ORCA: An End-to-End Interactive Copilot for Optimized Root Cause Analysis cs.AI · 2026 · author #4
  2. Imitation learning for clinical decision support in pediatric ECMO cs.LG · 2026 · author #6
  3. Kintsugi: Learning Policies by Repairing Executable Knowledge Bases cs.LG · 2026 · author #9
  4. Neurosymbolic Imitation Learning with Human Guidance: A Privileged Information Approach cs.LG · 2026 · author #4
  5. All Eyes on the Workflow: Automated and Efficient Event Discovery from Video Streams cs.CV · 2026 · author #5
  6. GRAIL: Autonomous Concept Grounding for Neuro-Symbolic Reinforcement Learning cs.AI · 2026 · author #4
  7. AtManRL: Towards Faithful Reasoning via Differentiable Attention Saliency cs.CL · 2026 · author #2
  8. SocialGrid: A Benchmark for Planning and Social Reasoning in Embodied Multi-Agent Systems cs.AI · 2026 · author #5
  9. LLMs Gaming Verifiers: RLVR can Lead to Reward Hacking cs.LG · 2026 · author #8
  10. STORM: Segment, Track, and Object Re-Localization from a Single Image cs.CV · 2025 · author #6
  11. ActivationReasoning: Logical Reasoning in Latent Activation Spaces cs.LG · 2025 · author #9
  12. Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning cs.CL · 2025 · author #9
  13. SLR: Automated Synthesis for Scalable Logical Reasoning cs.AI · 2025 · author #10
  14. TUDataset: A collection of benchmark datasets for learning with graphs cs.LG · 2020 · author #4
  15. Declarative Learning-Based Programming as an Interface to AI Systems cs.AI · 2019 · author #3
  16. Was ist eine Professur fuer Kuenstliche Intelligenz? cs.OH · 2019 · author #1
  17. SPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks cs.LG · 2019 · author #8
  18. Model-based Approximate Query Processing cs.DB · 2018 · author #5
  19. Structure Learning for Relational Logistic Regression: An Ensemble Approach cs.LG · 2018 · author #7
  20. Automatic Bayesian Density Analysis stat.ML · 2018 · author #5
  21. Probabilistic Deep Learning using Random Sum-Product Networks cs.LG · 2018 · author #6
  22. "Why Should I Trust Interactive Learners?" Explaining Interactive Queries of Classifiers to Users stat.ML · 2018 · author #2
  23. Neural Conditional Gradients cs.LG · 2018 · author #3
  24. Lifted Filtering via Exchangeable Decomposition cs.AI · 2018 · author #4
  25. Sum-Product Networks for Hybrid Domains cs.LG · 2017 · author #6
  26. Coresets for Dependency Networks cs.AI · 2017 · author #3
  27. Global Weisfeiler-Lehman Graph Kernels cs.LG · 2017 · author #2
  28. Faster Kernels for Graphs with Continuous Attributes via Hashing cs.LG · 2016 · author #3
  29. Machine Learning meets Data-Driven Journalism: Boosting International Understanding and Transparency in News Coverage stat.ML · 2016 · author #10
  30. Lifted Convex Quadratic Programming cs.AI · 2016 · author #3
  31. How is a data-driven approach better than random choice in label space division for multi-label classification? cs.LG · 2016 · author #3
  32. The Symbolic Interior Point Method cs.AI · 2016 · author #3
  33. Maximum Entropy Models of Shortest Path and Outbreak Distributions in Networks cs.SI · 2015 · author #2
  34. High-level Reasoning and Low-level Learning for Grasping: A Probabilistic Logic Pipeline cs.RO · 2014 · author #5
  35. Propagation Kernels stat.ML · 2014 · author #4
  36. Relational Linear Programs cs.AI · 2014 · author #1
  37. Mind the Nuisance: Gaussian Process Classification using Privileged Noise stat.ML · 2014 · author #3
  38. Strong Regularities in Growth and Decline of Popularity of Social Media Services cs.SI · 2014 · author #2
  39. Efficient Information Theoretic Clustering on Discrete Lattices cs.CV · 2013 · author #2
  40. Dimension Reduction via Colour Refinement cs.DS · 2013 · author #2
  41. GeoDBLP: Geo-Tagging DBLP for Mining the Sociology of Computer Science cs.SI · 2013 · author #2
  42. Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants cs.LG · 2012 · author #2
  43. A Revised Publication Model for ECML PKDD cs.DL · 2012 · author #2
  44. 'Say EM' for Selecting Probabilistic Models for Logical Sequences cs.AI · 2012 · author #1
  45. Counting Belief Propagation cs.AI · 2012 · author #1

Mentions

  • 2605.27022 #4 · arxiv_oai · confidence 0.70 Kristian Kersting
  • 1304.7984 #2 · backfill · confidence 0.70 Kristian Kersting
  • 2007.08663 #4 · arxiv_oai · confidence 0.70 Kristian Kersting
  • 1210.4919 #2 · backfill · confidence 0.70 Kristian Kersting
  • 1207.6324 #2 · backfill · confidence 0.70 Kristian Kersting
  • 1207.1353 #1 · backfill · confidence 0.70 Kristian Kersting
  • 1205.2637 #1 · backfill · confidence 0.70 Kristian Kersting
  • 2605.16175 #6 · arxiv_oai · confidence 0.70 Kristian Kersting

Frequent Coauthors