4 accepted papers
This work establishes regularity conditions for consistency and asymptotic normality of the multiple parameter maximum likelihood estimator (MLE) from censored data, where the censoring mechanism is in the form of 1-bit measurements. The underlying distribution of the uncensored data is assumed to b…
Image search and retrieval tasks can perpetuate harmful stereotypes, erase cultural identities, and amplify social disparities. Current approaches to mitigate these representational harms balance the number of retrieved items across population groups defined by a small number of (often binary) attri…
Classification is a fundamental task in science and engineering on which machine learning methods have shown outstanding performances. However, it is challenging to determine whether such methods have achieved the Bayes error rate, that is, the lowest error rate attained by any classifier. This is m…
This work considers a co-located MIMO radar with M<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">T</inf> transmitting and M<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">R</inf> receiving antennas in a so…