Global alignment of protein-protein interaction networks by graph matching methods.SegAnnDB: interactive Web-based genomic segmentation.Learning smoothing models of copy number profiles using breakpoint annotations.Task-driven dictionary learning.A path following algorithm for the graph matching problem.On Structured Prediction Theory with Calibrated Convex Surrogate LossesIntegration Methods and Optimization AlgorithmsNonlinear Acceleration of Stochastic AlgorithmsRegularized Nonlinear AccelerationStochastic Variance Reduction Methods for Saddle-Point ProblemsPAC-Bayesian Theory Meets Bayesian InferenceParameter Learning for Log-supermodular DistributionsStochastic Optimization for Large-scale Optimal TransportGlycan classification with tree kernels.A Tensor-Based Algorithm for High-Order Graph Matching.Multiscale Mining of fMRI Data with Hierarchical Structured SparsityMulti-scale Mining of fMRI Data with Hierarchical Structured SparsityBolasso: model consistent Lasso estimation through the bootstrapMany-to-Many Graph Matching: A Continuous Relaxation ApproachA Path Following Algorithm for Graph MatchingEfficient Algorithms for Non-convex Isotonic Regression through Submodular OptimizationRest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart SchemesRelating Leverage Scores and Density using Regularized Christoffel FunctionsOptimal Algorithms for Non-Smooth Distributed Optimization in NetworksOn the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal TransportStatistical Optimality of Stochastic Gradient Descent on Hard Learning Problems through Multiple PassesSING: Symbol-to-Instrument Neural GeneratorTowards closing the gap between the theory and practice of SVRGAn Accelerated Decentralized Stochastic Proximal Algorithm for Finite SumsOn Lazy Training in Differentiable ProgrammingImplicit Regularization of Discrete Gradient Dynamics in Linear Neural NetworksMassively scalable Sinkhorn distances via the Nyström methodPartially Encrypted Deep Learning using Functional EncryptionUniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained OptimizationLocalized Structured PredictionGlobally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant LossesFast Decomposable Submodular Function Minimization using Constrained Total VariationRethinking LDA: Moment Matching for Discrete ICASpectral Norm Regularization of Orthonormal Representations for Graph TransductionSAGA: A Fast Incremental Gradient Method With Support for Non-Strongly Convex Composite Objectives
P50
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P50
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Frans informaticus
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French machine learning researcher, Ecole Normale Supérieure
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französischer Informatiker
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mathématicien français
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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Francis Bach
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2000-01-01T00:00:00Z