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stat.ML2026
Next-token functional estimation
Milind Nakul, Vidya Muthukumar, Ashwin Pananjady
Suppose we observe the first points of a sequence of random variables having length , and wish to estimate a functional of the unobserved final point and the empirical mea…
stat.ML2025
Estimating stationary mass, frequency by frequency
Milind Nakul, Vidya Muthukumar, Ashwin Pananjady
Suppose we observe a trajectory of length from an exponentially -mixing stochastic process over a finite but potentially large state space. We consider the problem of estima…