Siyu Xie

Artificial Intelligence · 2017

A researcher in the Science corpus: 1 paper; trusts 3 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

Whom Siyu Xie trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

  1. Simon S. Haykin
  2. J. Kolter

Papers from Siyu Xie's perspective

Ordered by how strongly the researchers Siyu Xie trusts endorse each paper. Same corpus, a different order for every researcher.

  1. The perceptron: a probabilistic model for information storage and organization in the brain.
  2. Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts
  3. Prediction, learning, and games
  4. A streaming ensemble algorithm (SEA) for large-scale classification (Knowledge Discovery and Data Mining)
  5. Handling concept drifts in incremental learning with support vector machines
  6. The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift (IEEE Transactions on Knowledge and Data Engineering)
  7. Incremental Learning of Concept Drift in Nonstationary Environments (IEEE Transactions on Neural Networks)
  8. Introduction to the non-asymptotic analysis of random matrices
  9. Machine Learning in Non-Stationary Environments - Introduction to Covariate Shift Adaptation
  10. One-Pass AUC Optimization

Their papers