Zobrazeno 1 - 10
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pro vyhledávání: '"Zander TO"'
Autor:
Sarukkai, Vishnu, Shacklett, Brennan, Majercik, Zander, Bhatia, Kush, Ré, Christopher, Fatahalian, Kayvon
Large Language Models (LLMs) have the potential to automate reward engineering by leveraging their broad domain knowledge across various tasks. However, they often need many iterations of trial-and-error to generate effective reward functions. This p
Externí odkaz:
http://arxiv.org/abs/2410.09187
This article explores the theoretical underpinnings of -- and practical results for -- topological and geometric features of data collected by synthetic aperture sonar systems. We prove a strong theoretical guarantee about the structure of the space
Externí odkaz:
http://arxiv.org/abs/2409.15447
While the origin of neutrino masses remains unknown, several key neutrino mass generation models result in a non-unitary three-neutrino mixing matrix. To put such models to test, the deviations of the mixing matrix from unitarity can be measured dire
Externí odkaz:
http://arxiv.org/abs/2407.20388
Learning the unknown causal parameters of a linear structural causal model is a fundamental task in causal analysis. The task, known as the problem of identification, asks to estimate the parameters of the model from a combination of assumptions on t
Externí odkaz:
http://arxiv.org/abs/2407.12528
Constrained optimization problems, where not all possible variable assignments are feasible solutions, comprise numerous practically relevant optimization problems such as the Traveling Salesman Problem (TSP), or portfolio optimization. Established m
Externí odkaz:
http://arxiv.org/abs/2406.15228
Autor:
Seidel, Raphael, Bock, Sebastian, Zander, René, Petrič, Matic, Steinmann, Niklas, Tcholtchev, Nikolay, Hauswirth, Manfred
While significant progress has been made on the hardware side of quantum computing, support for high-level quantum programming abstractions remains underdeveloped compared to classical programming languages. In this article, we introduce Qrisp, a fra
Externí odkaz:
http://arxiv.org/abs/2406.14792
Autor:
Gherman, Diana E., Zander, Thorsten O.
Moral judgement is a complex human reaction that engages cognitive and emotional dimensions. While some of the morality neural correlates are known, it is currently unclear if we can detect moral violation at a single-trial level. In a pilot study, h
Externí odkaz:
http://arxiv.org/abs/2407.00039
Autor:
Blasingame, Zander W., Liu, Chen
The optimization of the latents and parameters of diffusion models with respect to some differentiable metric defined on the output of the model is a challenging and complex problem. The sampling for diffusion models is done by solving either the pro
Externí odkaz:
http://arxiv.org/abs/2405.15020
The framework of Pearl's Causal Hierarchy (PCH) formalizes three types of reasoning: observational, interventional, and counterfactual, that reflect the progressive sophistication of human thought regarding causation. We investigate the computational
Externí odkaz:
http://arxiv.org/abs/2405.07373
To characterize the computational complexity of satisfiability problems for probabilistic and causal reasoning within the Pearl's Causal Hierarchy, arXiv:2305.09508 [cs.AI] introduce a new natural class, named succ-$\exists$R. This class can be viewe
Externí odkaz:
http://arxiv.org/abs/2405.04697