Eric Vanden-Eijnden

According to our database1, Eric Vanden-Eijnden authored at least 28 papers between 2005 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




Extreme event probability estimation using PDE-constrained optimization and large deviation theory, with application to tsunamis.
CoRR, 2020

Optimization and Generalization of Shallow Neural Networks with Quadratic Activation Functions.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Dynamical Central Limit Theorem for Shallow Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Extreme Event Quantification in Dynamical Systems with Random Components.
SIAM/ASA J. Uncertain. Quantification, 2019

Global convergence of neuron birth-death dynamics.
CoRR, 2019

Neuron birth-death dynamics accelerates gradient descent and converges asymptotically.
Proceedings of the 36th International Conference on Machine Learning, 2019

Neural Networks as Interacting Particle Systems: Asymptotic Convexity of the Loss Landscape and Universal Scaling of the Approximation Error.
CoRR, 2018

Parameters as interacting particles: long time convergence and asymptotic error scaling of neural networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Metastability of the Nonlinear Wave Equation: Insights from Transition State Theory.
J. Nonlinear Sci., 2017

Self-guided Langevin dynamics via generalized Langevin equation.
J. Comput. Chem., 2016

Arclength Parametrized Hamilton's Equations for the Calculation of Instantons.
Multiscale Model. Simul., 2014

Metropolis Integration Schemes for Self-Adjoint Diffusions.
Multiscale Model. Simul., 2014

Flows in Complex Networks: Theory, Algorithms, and Application to Lennard-Jones Cluster Rearrangement.
CoRR, 2014

A patch that imparts unconditional stability to explicit integrators for Langevin-like equations.
J. Comput. Phys., 2012

The heterogeneous multiscale method.
Acta Numer., 2012

Diffusion Estimation from Multiscale Data by Operator Eigenpairs.
Multiscale Model. Simul., 2011

The String Method as a Dynamical System.
J. Nonlinear Sci., 2011

Optimal Fuzzy Aggregation of Networks.
Multiscale Model. Simul., 2010

Clustering and Classification through Normalizing Flows in Feature Space.
Multiscale Model. Simul., 2010

Remarks on Drift Estimation for Diffusion Processes.
Multiscale Model. Simul., 2009

Data-Based Inference of Generators for Markov Jump Processes Using Convex Optimization.
Multiscale Model. Simul., 2009

A general strategy for designing seamless multiscale methods.
J. Comput. Phys., 2009

Some recent techniques for free energy calculations.
J. Comput. Chem., 2009

Transition Path Theory for Markov Jump Processes.
Multiscale Model. Simul., 2008

Accelerated Simulation of a Heavy Particle in a Gas of Elastic Spheres.
Multiscale Model. Simul., 2008

Nested stochastic simulation algorithms for chemical kinetic systems with multiple time scales.
J. Comput. Phys., 2007

Fitting timeseries by continuous-time Markov chains: A quadratic programming approach.
J. Comput. Phys., 2006

Magnetic Elements at Finite Temperature and Large Deviation Theory.
J. Nonlinear Sci., 2005