Výsledky vyhledávání

Report

A Voter-Based Stochastic Rejection-Method Framework for Asymptotically Safe Language Model Outputs

Autor: Watts, Jake R., Sokol, Joel

This paper proposes a new method for preventing unsafe or otherwise low quality large language model (LLM) outputs, by leveraging the stochasticity of LLMs. We propose a system whereby LLM checkers vote on the acceptability of a generated output, reg

Externí odkaz: http://arxiv.org/abs/2407.16994

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A Simulation-Optimization Framework To Improve The Organ Transplantation Offering System

Autor: Erazo, Ignacio, Goldsman, David, Keskinocak, Pinar, Sokol, Joel

We propose a simulation-optimization-based methodology to improve the way that organ transplant offers are made to potential recipients. Our policy can be applied to all types of organs, is implemented starting at the local level, is flexible with re

Externí odkaz: http://arxiv.org/abs/2204.11623

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Dissertation/ Thesis

Optimizing paint blocking in an automobile assembly line : an application of specialized TSP's

Autor: Sokol, Joel Scott, 1971

Thesis (Ph. D.)--Massachusetts Institute of Technology, Sloan School of Management, Operations Research Center, 1999.
Submitted to the Dept. of Electrical Engineering and Computer Science, MIT.
Includes bibliographical references (p. 110-11

Externí odkaz: http://hdl.handle.net/1721.1/58514

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