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Francis Bach (SIERRA)

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Papers (9)

  1. A Spectral Framework for Closed-Form Relative Density Estimation cs.LG · 2026 · author #1
  2. Max-Plus Matching Pursuit for Deterministic Markov Decision Processes cs.LG · 2019 · author #1
  3. On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport math.OC · 2018 · author #2
  4. Accelerated Gossip in Networks of Given Dimension using Jacobi Polynomial Iterations cs.MA · 2018 · author #2
  5. Exponential convergence of testing error for stochastic gradient methods cs.LG · 2017 · author #3
  6. AdaBatch: Efficient Gradient Aggregation Rules for Sequential and Parallel Stochastic Gradient Methods cs.LG · 2017 · author #2
  7. Efficient Algorithms for Non-convex Isotonic Regression through Submodular Optimization cs.LG · 2017 · author #1
  8. Bridging the Gap between Constant Step Size Stochastic Gradient Descent and Markov Chains stat.ML · 2017 · author #4
  9. Optimal algorithms for smooth and strongly convex distributed optimization in networks math.OC · 2017 · author #2

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