80 citations · 177 across the 40 of their papers we have counts for
Showing 2025 · stat.MLShow all
2 papers · 2 filters
stat.ML2025
Predictive inference for time series: why is split conformal effective despite temporal dependence?
Rina Foygel Barber, Ashwin Pananjady
We consider the problem of uncertainty quantification for prediction in a time series: if we use past data to forecast the next time point, can we provide valid prediction interval…
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…