MIT Open Access Articles: Recent submissions

Now showing items 10-12 of 52965

    • Racial Steering by Large Language Models: A Prospective Audit of GPT-4 on Housing Recommendations 

      Liu, Eric; So, Wonyoung; Hosoi, Peko; D'Ignazio, Catherine (ACM|Equity and Access in Algorithms, Mechanisms, and Optimization, 2024-10-29)
      The integration of Large Language Models (LLMs) into a wide range of rental and real estate platforms could exacerbate historical inequalities in housing, particularly given that LLMs have exhibited gender, racial, ethnic, ...

    • Automatic Local Inverse Calculation for Change of Variables 

      Rojas Collins, Elias (ACM|Companion Proceedings of the 2024 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity, 2024-10-20)
      Inversion is a fundamental operation that arises frequently in probabilistic inference and computer graphics. For example, inversion is used to decrease variance and to enable differentiation in variational inference (e.g., ...

    • Learning Socio-Temporal Graphs for Multi-Agent Trajectory Prediction 

      Li, Yuke; Chen, Lixiong; Chen, Guangyi; Chan, Ching-Yao; Zhang, Kun; e.a. (ACM|Proceedings of the 5th International Workshop on Human-centric Multimedia Analysis, 2024-10-28)
      In order to predict a pedestrian's trajectory in a crowd accurately, one has to take into account her/his underlying socio-temporal interactions with other pedestrians consistently. Unlike existing work that represents the ...