Zobrazeno 1 - 10
of 167
pro vyhledávání: '"Merritt, Michael"'
Autor:
Schodt, David J., Brown, Ryan, Merritt, Michael, Park, Samuel, Menolascino, Delsin, Peot, Mark A.
Obtaining heteroscedastic predictive uncertainties from a Bayesian Neural Network (BNN) is vital to many applications. Often, heteroscedastic aleatoric uncertainties are learned as outputs of the BNN in addition to the predictive means, however doing
Externí odkaz:
http://arxiv.org/abs/2402.14532
Autor:
Mahler, Aaron, Berry, Tyrus, Stephens, Tom, Antil, Harbir, Merritt, Michael, Schreiber, Jeanie, Kevrekidis, Ioannis
This work provides a computable, direct, and mathematically rigorous approximation to the differential geometry of class manifolds for high-dimensional data, along with nonlinear projections from input space onto these class manifolds. The tools are
Externí odkaz:
http://arxiv.org/abs/2308.12279
By their very nature, rare event probabilities are expensive to compute; they are also delicate to estimate as their value strongly depends on distributional assumptions on the model parameters. Hence, understanding the sensitivity of the computed ra
Externí odkaz:
http://arxiv.org/abs/2110.13974
Sensitivity analysis is routinely performed on simplified surrogate models as the cost of such analysis on the original model may be prohibitive. Little is known in general about the induced bias on the sensitivity results. Within the framework of ch
Externí odkaz:
http://arxiv.org/abs/2003.07842
Autor:
Merritt, Michael S.
Intensity-modulated radiation therapy (IMRT) is a state-of-the-art technique for administering radiation to cancer patients. The goal of a treatment is to maximize the radiation absorbed by the tumor and minimize that absorbed by the surrounding crit
Externí odkaz:
http://hdl.handle.net/1911/18948
A secure reliable multicast protocol enables a process to send a message to a group of recipients such that all correct destinations receive the same message, despite the malicious efforts of fewer than a third of the total number of processes, inclu
Externí odkaz:
http://arxiv.org/abs/cs/9908008
Autor:
Mahler, Aaron, Berry, Tyrus, Stephens, Tom, Antil, Harbir, Merritt, Michael, Schreiber, Jeanie, Kevrekidis, Ioannis
Publikováno v:
Frontiers in Computer Science; 2024, p1-17, 17p
Akademický článek
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Autor:
Merritt, Michael, Taubenfeld, Gadi
Publikováno v:
In Information and Computation December 2013 233:12-31