NIPS Proceedingsβ

Karthik Sridharan

12 Papers

  • Exploiting the Structure: Stochastic Gradient Methods Using Raw Clusters (2016)
  • Learning in Games: Robustness of Fast Convergence (2016)
  • Adaptive Online Learning (2015)
  • Optimization, Learning, and Games with Predictable Sequences (2013)
  • Relax and Randomize : From Value to Algorithms (2012)
  • Better Mini-Batch Algorithms via Accelerated Gradient Methods (2011)
  • Online Learning: Stochastic, Constrained, and Smoothed Adversaries (2011)
  • On the Universality of Online Mirror Descent (2011)
  • Online Learning: Random Averages, Combinatorial Parameters, and Learnability (2010)
  • Smoothness, Low Noise and Fast Rates (2010)
  • Fast Rates for Regularized Objectives (2008)
  • On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization (2008)