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Francis Bach

Identifiers

  • name variant Francis Bach 0.60 · backfill

Papers (57)

  1. CalArena: A Large-Scale Post-Hoc Calibration Benchmark cs.LG · 2026 · author #3
  2. Super-Level-Set Regression: Conditional Quantiles via Volume Minimization stat.ML · 2026 · author #3
  3. Explaining and Preventing Alignment Collapse in Iterative RLHF cs.LG · 2026 · author #2
  4. Differentiable latent structure discovery for interpretable forecasting in clinical time series cs.LG · 2026 · author #5
  5. Anytime Detection of Strategic Deviations in Multi-Agent Systems cs.GT · 2026 · author #2
  6. Multivariate Standardized Residuals for Conformal Prediction stat.ML · 2025 · author #4
  7. Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation stat.ML · 2023 · author #2
  8. Fast Decomposable Submodular Function Minimization using Constrained Total Variation cs.LG · 2019 · author #2
  9. An Accelerated Decentralized Stochastic Proximal Algorithm for Finite Sums math.OC · 2019 · author #2
  10. Unsupervised Image Matching and Object Discovery as Optimization cs.CV · 2019 · author #2
  11. A General Theory for Structured Prediction with Smooth Convex Surrogates cs.LG · 2019 · author #2
  12. A Universal Algorithm for Variational Inequalities Adaptive to Smoothness and Noise cs.LG · 2019 · author #1
  13. Asynchronous Accelerated Proximal Stochastic Gradient for Strongly Convex Distributed Finite Sums math.OC · 2019 · author #2
  14. Overcomplete Independent Component Analysis via SDP stat.ML · 2019 · author #4
  15. Fast Iterative Shrinkage for Signal Declipping and Dequantization eess.SP · 2018 · author #2
  16. Marginal Weighted Maximum Log-likelihood for Efficient Learning of Perturb-and-Map models stat.ML · 2018 · author #2
  17. Approximating the Quadratic Transportation Metric in Near-Linear Time cs.DS · 2018 · author #2
  18. Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron cs.LG · 2018 · author #2
  19. Accelerated Decentralized Optimization with Local Updates for Smooth and Strongly Convex Objectives math.OC · 2018 · author #2
  20. Localized Structured Prediction stat.ML · 2018 · author #2
  21. Nonlinear Acceleration of CNNs math.OC · 2018 · author #4
  22. Optimal Algorithms for Non-Smooth Distributed Optimization in Networks math.OC · 2018 · author #2
  23. Stochastic algorithms with descent guarantees for ICA stat.ML · 2018 · author #4
  24. Online Regularized Nonlinear Acceleration math.OC · 2018 · author #4
  25. Relating Leverage Scores and Density using Regularized Christoffel Functions cs.LG · 2018 · author #2
  26. Stochastic Quasi-Gradient Methods: Variance Reduction via Jacobian Sketching math.OC · 2018 · author #3
  27. Constant Step Size Stochastic Gradient Descent for Probabilistic Modeling stat.ML · 2018 · author #2
  28. Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes math.OC · 2018 · author #3
  29. Averaging Stochastic Gradient Descent on Riemannian Manifolds cs.LG · 2018 · author #3
  30. Structure-Adaptive, Variance-Reduced, and Accelerated Stochastic Optimization math.OC · 2017 · author #2
  31. Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods math.OC · 2017 · author #3
  32. Convex optimization over intersection of simple sets: improved convergence rate guarantees via an exact penalty approach math.OC · 2017 · author #2
  33. Combinatorial Penalties: Which structures are preserved by convex relaxations? cs.LG · 2017 · author #2
  34. A Generic Approach for Escaping Saddle points cs.LG · 2017 · author #5
  35. Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance math.PR · 2017 · author #2
  36. Nonlinear Acceleration of Stochastic Algorithms math.OC · 2017 · author #3
  37. On Structured Prediction Theory with Calibrated Convex Surrogate Losses cs.LG · 2017 · author #2
  38. Integration Methods and Accelerated Optimization Algorithms math.OC · 2017 · author #3
  39. Robust Discriminative Clustering with Sparse Regularizers stat.ML · 2016 · author #3
  40. Parameter Learning for Log-supermodular Distributions stat.ML · 2016 · author #2
  41. Regularized Nonlinear Acceleration math.OC · 2016 · author #3
  42. Beyond CCA: Moment Matching for Multi-View Models stat.ML · 2016 · author #2
  43. Rethinking LDA: moment matching for discrete ICA stat.ML · 2015 · author #2
  44. Learning with Clustering Structure cs.LG · 2015 · author #4
  45. On the Consistency of Ordinal Regression Methods cs.LG · 2014 · author #2
  46. Non-parametric Stochastic Approximation with Large Step sizes math.ST · 2014 · author #2
  47. Weakly Supervised Action Labeling in Videos Under Ordering Constraints cs.CV · 2014 · author #3
  48. On The Sample Complexity of Sparse Dictionary Learning stat.ML · 2014 · author #5
  49. Convex Relaxations for Permutation Problems math.OC · 2013 · author #3
  50. A simpler approach to obtaining an O(1/t) convergence rate for the projected stochastic subgradient method cs.LG · 2012 · author #3
  51. Approximation Bounds for Sparse Principal Component Analysis math.OC · 2012 · author #2
  52. Multiple Gaussian Process Models stat.ML · 2011 · author #2
  53. Dictionary Learning for Deblurring and Digital Zoom cs.LG · 2011 · author #3
  54. Convex Relaxations for Subset Selection math.OC · 2010 · author #1
  55. A path following algorithm for the graph matching problem cs.CV · 2008 · author #2
  56. Optimal Solutions for Sparse Principal Component Analysis cs.AI · 2007 · author #2
  57. Low-rank matrix factorization with attributes cs.LG · 2006 · author #2

Mentions

  • 2605.30188 #3 · arxiv_oai · confidence 0.70 Francis Bach
  • 1306.4805 #3 · backfill · confidence 0.70 Francis Bach
  • 1212.2002 #3 · backfill · confidence 0.70 Francis Bach
  • 2601.05427 #2 · arxiv_oai · confidence 0.70 Francis Bach
  • 1205.0121 #2 · backfill · confidence 0.70 Francis Bach
  • 1110.5238 #2 · backfill · confidence 0.70 Francis Bach
  • 1110.0957 #3 · backfill · confidence 0.70 Francis Bach
  • 1006.3601 #1 · backfill · confidence 0.70 Francis Bach
  • 0801.3654 #2 · backfill · confidence 0.70 Francis Bach
  • 0707.0705 #2 · backfill · confidence 0.70 Francis Bach

Frequent Coauthors