Zobrazeno 1 - 10
of 4 204
pro vyhledávání: '"Verbeke, P."'
In Influence Maximization (IM), the objective is to -- given a budget -- select the optimal set of entities in a network to target with a treatment so as to maximize the total effect. For instance, in marketing, the objective is to target the set of
Externí odkaz:
http://arxiv.org/abs/2410.00075
Rolling origin forecast instability refers to variability in forecasts for a specific period induced by updating the forecast when new data points become available. Recently, an extension to the N-BEATS model for univariate time series point forecast
Externí odkaz:
http://arxiv.org/abs/2409.18267
Estimating conditional average dose responses (CADR) is an important but challenging problem. Estimators must correctly model the potentially complex relationships between covariates, interventions, doses, and outcomes. In recent years, the machine l
Externí odkaz:
http://arxiv.org/abs/2406.08206
Money laundering presents a pervasive challenge, burdening society by financing illegal activities. To more effectively combat and detect money laundering, the use of network information is increasingly being explored, exploiting that money launderin
Externí odkaz:
http://arxiv.org/abs/2405.19383
Autor:
Rodriguez, L., Shukhobodskaia, D., Niemela, A., Maharana, A., Samara, E., Verbeke, C., Magdalenic, J., Vansintjan, R., Mierla, M., Scolini, C., Sarkar, R., Kilpua, E., Asvestari, E., Herbst, K., Lapenta, G., Chaduteau, A. D., Pomoell, J., Poedts, S.
Publikováno v:
A&A 689, A187 (2024)
Aims. We present the validation results for arrival times and geomagnetic impact of Coronal Mass Ejections (CMEs), using the cone and spheromak CME models implemented in EUropean Heliospheric FORecasting Information Asset (EUHFORIA). Validating numer
Externí odkaz:
http://arxiv.org/abs/2405.04637
Efficiently allocating treatments with a budget constraint constitutes an important challenge across various domains. In marketing, for example, the use of promotions to target potential customers and boost conversions is limited by the available bud
Externí odkaz:
http://arxiv.org/abs/2405.02183
Publikováno v:
Biological Imaging, 1-30 (2024)
We revisit the topic of common lines between projection images in single particle cryo-electron microscopy (cryo-EM). We derive a novel low-rank constraint on a certain $2n \times n$ matrix storing properly-scaled basis vectors for the common lines b
Externí odkaz:
http://arxiv.org/abs/2403.16879
Autor:
Zhang, Andy, Mickelin, Oscar, Kileel, Joe, Verbeke, Eric J., Marshall, Nicholas F., Gilles, Marc Aurèle, Singer, Amit
Single particle cryogenic electron microscopy (cryo-EM) is an imaging technique capable of recovering the high-resolution 3-D structure of biological macromolecules from many noisy and randomly oriented projection images. One notable approach to 3-D
Externí odkaz:
http://arxiv.org/abs/2401.15183
Despite the growing popularity of machine-learning techniques in decision-making, the added value of causal-oriented strategies with respect to pure machine-learning approaches has rarely been quantified in the literature. These strategies are crucia
Externí odkaz:
http://arxiv.org/abs/2309.12036
Autor:
Bockel-Rickermann, Christopher, Vanderschueren, Toon, Berrevoets, Jeroen, Verdonck, Tim, Verbeke, Wouter
Estimating a unit's responses to interventions with an associated dose, the "conditional average dose response" (CADR), is relevant in a variety of domains, from healthcare to business, economics, and beyond. Such a response typically needs to be est
Externí odkaz:
http://arxiv.org/abs/2309.03731