352 citations · 1k across the 42 of their papers we have counts for
3 papers · 1 filter
Measuring Distributional Shifts in Text: The Advantage of Language Model-Based Embeddings
Gyandev Gupta, Bashir Rastegarpanah, Amalendu Iyer +2
An essential part of monitoring machine learning models in production is measuring input and output data drift. In this paper, we present a system for measuring distributional shif…
Social network modeling and applications, a tutorial
Lisette Espín-Noboa, Tiago Peixoto, Fariba Karimi
Social networks have been widely studied over the last century from multiple disciplines to understand societal issues such as inequality in employment rates, managerial performanc…
Designing Closed-Loop Models for Task Allocation
Vijay Keswani, L. Elisa Celis, Krishnaram Kenthapadi +1
Automatically assigning tasks to people is challenging because human performance can vary across tasks for many reasons. This challenge is further compounded in real-life settings…