LabCompass

Roni Khardon

Computer Science · Indiana University

OpenAlex
Machine Learning and AlgorithmsAI-based Problem Solving and PlanningLogic, Reasoning, and KnowledgeBayesian Modeling and Causal InferenceAlgorithms and Data Compression

Publications

127

Citations

2,135

Est. group size

—

Recurring co-author estimate

Active years

32

Publishing since 1994

Research summary
AI-generated

Roni Khardon works in machine learning and artificial intelligence, developing methods for computers to learn from data, make predictions under uncertainty, and plan sequences of actions. Recent work spans approximate probabilistic inference (estimating uncertainty in models like Bayesian neural networks), automated planning in complex decision spaces, robotic information gathering, and making machine learning models more explainable. The research combines theoretical foundations (such as generalization guarantees and learning theory) with practical applications in robotics and biology.

Probabilistic and variational inferenceAutomated planning and decision-makingMachine learning theory and generalizationRobotic information gathering with Gaussian processesExplainable and interpretable models

Publication output has been fairly steady over the last decade, averaging around three per year with a modest peak in 2022-2023.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 3.2/year recently
2017: 3 publications172018: 3 publications182019: 3 publications192020: 5 publications202021: 2 publications212022: 5 publications222023: 6 publications6232024: 2 publications242025: 3 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×17
  • Neural Information Processing Systems×3
  • Proceedings of the AAAI Conference on Artificial Intelligence×2
  • iScience×1
  • The International Journal of Robotics Research×1

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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