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Papers (11)

  1. Beyond Least-Squares: Fast Rates for Regularized Empirical Risk Minimization through Self-Concordance cs.LG · 2019 · author #2
  2. Target Tracking for Contextual Bandits: Application to Demand Side Management cs.LG · 2019 · author #3
  3. SING: Symbol-to-Instrument Neural Generator cs.SD · 2018 · author #3
  4. Stochastic Composite Least-Squares Regression with convergence rate O(1/n) math.OC · 2017 · author #2
  5. Online but Accurate Inference for Latent Variable Models with Local Gibbs Sampling cs.LG · 2016 · author #3
  6. Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression math.OC · 2016 · author #4
  7. Submodular Functions: from Discrete to Continous Domains cs.LG · 2015 · author #2
  8. Active-set Methods for Submodular Minimization Problems math.OC · 2015 · author #3
  9. Weakly-Supervised Alignment of Video With Text cs.CV · 2015 · author #4
  10. On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions cs.LG · 2015 · author #2
  11. Breaking the Curse of Dimensionality with Convex Neural Networks cs.LG · 2014 · author #2

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