NIPS Proceedingsβ

Tianbao Yang

8 Papers

  • Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than $O(1/\epsilon)$ (2016)
  • Improved Dropout for Shallow and Deep Learning (2016)
  • Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities (2014)
  • Stochastic Convex Optimization with Multiple Objectives (2013)
  • Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent (2013)
  • Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison (2012)
  • Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning (2012)
  • Stochastic Gradient Descent with Only One Projection (2012)