Restore & resume BayesOpt with tune.run

Is it possible to restore and resume a bayesopt search if I provide the same experiment name (exp_name below)?

analysis = tune.run(
    ...
    name=exp_name, 
    local_dir="./ray_results/",
    config={
        **tune_run_config
    },
    callbacks=[
        MLflowLoggerCallback(experiment_name=exp_name, save_artifact=False)
    ],
    **tune_run_params)