Showing 121–140 of 187 results
/ Date/ Name
Oct 24, 2018Stationary distributions of the multi-type ASEPSep 7, 2018A proof that artificial neural networks overcome the curse of dimensionality in the numerical approximation of Black-Scholes partial differential equationsSep 6, 2018Open-Loop and Closed-Loop Solvabilities for Stochastic Linear Quadratic Optimal Control Problems of Markov Regime-Switching SystemAug 7, 2018Fluctuation Bounds for Continuous Time Branching Processes and Evolution of Growing Trees With a Change PointJul 3, 2018Overcoming the curse of dimensionality in the numerical approximation of semilinear parabolic partial differential equationsMay 2, 2018Mean Field Analysis of Neural Networks: A Law of Large NumbersMar 22, 2018Lower error bounds for the stochastic gradient descent optimization algorithm: Sharp convergence rates for slowly and fast decaying learning ratesJan 29, 2018Strong error analysis for stochastic gradient descent optimization algorithmsOct 11, 2017Stochastic Gradient Descent in Continuous Time: A Central Limit TheoremSep 7, 2017The Wigner branching random walk: Efficient implementation and performance evaluationAug 18, 2017Weighted Exponential Random graph models: Scope and large network limitsMay 26, 2017On sampling graphical Markov modelsDec 18, 2016Algebraic Connectivity Under Site Percolation in Finite Weighted GraphsDec 12, 2016Poincaré inequalities on intervals -- application to sensitivity analysisNov 30, 2016PCA from noisy, linearly reduced data: the diagonal caseNov 17, 2016Stochastic Gradient Descent in Continuous TimeAug 9, 2015Change point detection in Network models: Preferential attachment and long range dependenceJul 7, 2015Efficient Computation of Limit Spectra of Sample Covariance MatricesNov 13, 2014Perimeters, uniform enlargement and high dimensionsMay 3, 2014Multipodal Structure and Phase Transitions in Large Constrained Graphs