MIT Open Access Articles: Recent submissions

Now showing items 34-36 of 54145

    • MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training 

      Liao, Xudong; Sun, Yijun; Tian, Han; Wan, Xinchen; Jin, Yilun; e.a. (ACM|ACM SIGCOMM 2025 Conference, 2025-08-27)
      Mixture-of-Expert (MoE) models outperform conventional models by selectively activating different subnets, named experts, on a per-token basis. This gated computation generates dynamic communications that cannot be determined ...

    • Political Prediction and the Wisdom of Crowds 

      Sethi, Rajiv; Seager, Julie; Morstatter, Fred; Benjamin, Daniel; Hammell, Anna; e.a. (ACM|Collective Intelligence Conference, 2025-08-03)
      We evaluate the relative forecasting performance of three statistical models and a prediction market for several outcomes decided during the November 2024 elections in the United States—the winner of the presidency, the ...

    • Evolutionary and Coevolutionary Multi-Agent Design Choices and Dynamics 

      Hemberg, Erik; Moskal, Stephen; O'Reilly, Una-May; Liu; Fuller (ACM|Genetic and Evolutionary Computation Conference, 2025-08-11)
      We investigate two representation alternatives for the controllers of teams of cyber agents. We combine these controller representations with different evolutionary algorithms, one of which introduces a novel LLM-supported ...