A downweight-repeated-outcomes sampler reaches any target distribution at O(1/n) speed while keeping the next pick hard to guess.
Rosales and Fernando P.A
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Self-Balancing Sequential Sampling: Fast Convergence with Controlled Predictability
A downweight-repeated-outcomes sampler reaches any target distribution at O(1/n) speed while keeping the next pick hard to guess.