Abstract: In this talk, I will discuss how our work has overcome some complex challenges in tackling modern socio-technical problems on the Web. Using concrete examples from our research, I will delve into some of the unique datasets we have collected and analyses we have performed, focusing on emerging issues like hate speech,…

Abstract: In this talk, I will describe several recent and ongoing projects that apply deep neural networks to the analysis of large compendia of biological data. The first two projects operate on protein tandem mass spectrometry data. We first show how a Siamese architecture can be trained in a supervised fashion to embed…