Search Results for author:
Found 3 papers, 1 papers with code
Truncated Variance Reduced Value Iteration
We provide an $\tilde{O}(A_{\text{tot}}[(1 - \gamma)^{-3}\epsilon^{-2} + (1 - \gamma)^{-2}])$-time algorithm in the sampling setting, where the probability transition matrix is unknown but accessible through a generative model which can be queried in $\tilde{O}(1)$-time, and an $\tilde{O}(s + (1-\gamma)^{-2})$-time algorithm in the offline setting where the probability transition matrix is known and $s$-sparse.
From Large to Small Datasets: Size Generalization for Clustering Algorithm Selection
We approach this problem by introducing a notion of size generalization for clustering algorithm accuracy.
Real-bogus classification for the Zwicky Transient Facility using deep learning
Efficient automated detection of flux-transient, reoccurring flux-variable, and moving objects is increasingly important for large-scale astronomical surveys.
Instrumentation and Methods for Astrophysics
