yuachen

CausalDA

Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlmann

fastmixingHMC_public

supporting simulation code for the paper "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients"

MALA_code

Code for the paper "Minimax mixing time of MALA".

mala_public

supporting simulation code for the paper "Log-concave sampling: Metropolis-Hastings algorithms are fast!"

mcmc_cpp

polytopewalk

Random walks on Polytopes

Roles_CICs

Code for the paper "Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms"

stability_tradeoff

supporting simulation code for the paper "Stability and Convergence Trade-off of Iterative Optimization Algorithms"

STSDiscussion_SparseRegression

The supporting code for the Statistical Science journal discussion paper on sparse regression

yuachen/CausalDA

Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlmann

yuachen/polytopewalk

Random walks on Polytopes

yuachen/mala_public

supporting simulation code for the paper "Log-concave sampling: Metropolis-Hastings algorithms are fast!"

yuachen/fastmixingHMC_public

supporting simulation code for the paper "Fast mixing of Metropolized Hamiltonian Monte Carlo: Benefits of multi-step gradients"

yuachen/STSDiscussion_SparseRegression

The supporting code for the Statistical Science journal discussion paper on sparse regression

yuachen/MALA_code

Code for the paper "Minimax mixing time of MALA".

yuachen/mcmc_cpp

yuachen/Roles_CICs

Code for the paper "Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms"

yuachen/stability_tradeoff

supporting simulation code for the paper "Stability and Convergence Trade-off of Iterative Optimization Algorithms"