Seminar

Zoom Link  https://hku.zoom.us/j/9995553636?omn=96185323037 Abstract This seminar presents robust multivariate autoregressive (MVAR) model estimation under impulsive noise, with a focus on extending bias-compensated instrumental-variable methods to contaminated multichannel observations. MVAR models […]

  Abstract Large language models have achieved impressive performance, but improving them efficiently and reliably requires more than scaling alone. In this talk, I present a series of works that […]

Zoom Link  https://hku.zoom.us/j/9021481973?omn=94827890905 Abstract Mutual information has long served as a principled measure of statistical dependence, but computing it from empirical samples is notoriously difficult: neural estimators rely on costly […]