2 papers
stat.ME2021
Interpretability of Epidemiological Models : The Curse of Non-Identifiability
Ayush Deva, Siddhant Shingi, Avtansh Tiwari +5
Interpretability of epidemiological models is a key consideration, especially when these models are used in a public health setting. Interpretability is strongly linked to the iden…
stat.ML2020
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
Zhaoqiang Liu, Selwyn Gomes, Avtansh Tiwari +1
The goal of standard 1-bit compressive sensing is to accurately recover an unknown sparse vector from binary-valued measurements, each indicating the sign of a linear function of t…