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Kian Hsiang Low

Identifiers

  • name variant Kian Hsiang Low 0.60 · backfill

Papers (25)

  1. Bayesian Optimization with Binary Auxiliary Information stat.ML · 2019 · author #3
  2. GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection cs.LG · 2019 · author #4
  3. Towards Robust ResNet: A Small Step but A Giant Leap cs.CV · 2019 · author #4
  4. Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems cs.LG · 2018 · author #3
  5. Decentralized High-Dimensional Bayesian Optimization with Factor Graphs stat.ML · 2017 · author #4
  6. Gaussian Process Decentralized Data Fusion Meets Transfer Learning in Large-Scale Distributed Cooperative Perception stat.ML · 2017 · author #2
  7. Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression cs.LG · 2017 · author #3
  8. A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression stat.ML · 2016 · author #3
  9. DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks cs.LG · 2016 · author #4
  10. Multi-Agent Continuous Transportation with Online Balanced Partitioning cs.MA · 2015 · author #3
  11. Near-Optimal Active Learning of Multi-Output Gaussian Processes stat.ML · 2015 · author #3
  12. Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond stat.ML · 2015 · author #2
  13. Parallel Gaussian Process Regression for Big Data: Low-Rank Representation Meets Markov Approximation stat.ML · 2014 · author #1
  14. Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations cs.LG · 2014 · author #3
  15. Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena cs.AI · 2014 · author #2
  16. GP-Localize: Persistent Mobile Robot Localization using Online Sparse Gaussian Process Observation Model cs.RO · 2014 · author #2
  17. Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System cs.RO · 2013 · author #2
  18. Information-Theoretic Approach to Efficient Adaptive Path Planning for Mobile Robotic Environmental Sensing cs.LG · 2013 · author #1
  19. Parallel Gaussian Process Regression with Low-Rank Covariance Matrix Approximations stat.ML · 2013 · author #3
  20. Interactive POMDP Lite: Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents cs.AI · 2013 · author #2
  21. A General Framework for Interacting Bayes-Optimally with Self-Interested Agents using Arbitrary Parametric Model and Model Prior cs.LG · 2013 · author #2
  22. Multi-Robot Informative Path Planning for Active Sensing of Environmental Phenomena: A Tale of Two Algorithms cs.LG · 2013 · author #2
  23. Decision-Theoretic Coordination and Control for Active Multi-Camera Surveillance in Uncertain, Partially Observable Environments cs.AI · 2012 · author #3
  24. Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena cs.LG · 2012 · author #2
  25. Active Markov Information-Theoretic Path Planning for Robotic Environmental Sensing cs.LG · 2011 · author #1

Mentions

  • 1511.07209 #3 · backfill · confidence 0.70 Kian Hsiang Low
  • 1511.06891 #3 · backfill · confidence 0.70 Kian Hsiang Low
  • 1511.06890 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1411.4510 #1 · backfill · confidence 0.70 Kian Hsiang Low
  • 1408.2060 #3 · backfill · confidence 0.70 Kian Hsiang Low
  • 1408.2046 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1404.5165 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1306.1491 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1305.6129 #1 · backfill · confidence 0.70 Kian Hsiang Low
  • 1305.5826 #3 · backfill · confidence 0.70 Kian Hsiang Low
  • 1304.5159 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1304.2024 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1302.0723 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1209.4275 #3 · backfill · confidence 0.70 Kian Hsiang Low
  • 1206.6230 #2 · backfill · confidence 0.70 Kian Hsiang Low
  • 1101.5632 #1 · backfill · confidence 0.70 Kian Hsiang Low

Frequent Coauthors