NIPS Proceedingsβ

John Langford

17 Papers

  • A Credit Assignment Compiler for Joint Prediction (2016)
  • Efficient Second Order Online Learning by Sketching (2016)
  • PAC Reinforcement Learning with Rich Observations (2016)
  • Search Improves Label for Active Learning (2016)
  • Efficient and Parsimonious Agnostic Active Learning (2015)
  • Logarithmic Time Online Multiclass prediction (2015)
  • Scalable Non-linear Learning with Adaptive Polynomial Expansions (2014)
  • Agnostic Active Learning Without Constraints (2010)
  • Learning from Logged Implicit Exploration Data (2010)
  • Multi-Label Prediction via Compressed Sensing (2009)
  • Slow Learners are Fast (2009)
  • Predictive Indexing for Fast Search (2008)
  • Sparse Online Learning via Truncated Gradient (2008)
  • The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information (2007)
  • PAC-Bayes & Margins (2002)
  • (Not) Bounding the True Error (2001)
  • Risk Sensitive Particle Filters (2001)