Abstract: In typical single-cell RNA-seq (scRNA-seq) data analysis, a clustering algorithm is applied to find discrete cell clusters as putative cell types, and then a…
Abstract: In this talk, I draw from a 14-months long ethnographic research project in two sites in China: 1) small-scale experiments that center on alternative…
Abstract: Testing a global null is a canonical problem in statistics and has a wide range of applications. In view of the fact of no…
Abstract: We present BGP-iSec, an enhancement of the BGPsec protocol for securing BGP, the Internet’s inter-domain routing protocol. BGP-iSec ensures additional and stronger security properties,…
Abstract: Where is utopia in games? While games are now considered to be works of art, video games have also long been considered escapist fantasies—convenient…
Abstract: While language models (or LMs, à la ChatGPT) have become the predominant tool in natural language processing, their performance in non-English languages increasingly lags…
Abstract: We characterize functional brain imaging data, obtained via electroencephalograms, as functional data. Due to the highly observed levels of signal heterogeneity, functional regression analysis…
Abstract: Envy-freeness up to any good (EFX) has emerged as a compelling fairness notion in discrete fair division. However, its existence has not been settled…
Abstract: Data visualization is a powerful tool for understanding complex data but is often inaccessible to blind people. In this talk, Dr. JooYoung Seo will…
Abstract: Despite the impressive results of deep learning models, modern large-scale systems are required to be trained using massive amounts of manually annotated or freely…
Abstract: Large language models (LLMs) have significantly extended the boundaries of NLP's potential applications, partially because of their increased ability to do complex reasoning. However,…
Abstract: Hidden Markov models are a popular class of time series models where the observation process depends on a latent state process taken to evolve…