Výsledky vyhledávání - "Harel, Maayan"

Akademický článek

Thunderstorm Trends over Africa

Autor: Harel, Maayan, Price, Colin

Publikováno v: Journal of Climate, 2020 Apr 01. 33(7), 2741-2755.

Externí odkaz: https://www.jstor.org/stable/26916886

Zobrazit plný text záznamu

Plný text ve formátu HTML

Report

Learn on Source, Refine on Target:A Model Transfer Learning Framework with Random Forests

Autor: Segev, Noam, Harel, Maayan, Mannor, Shie, Crammer, Koby, El-Yaniv, Ran

Publikováno v: IEEE transactions on pattern analysis and machine intelligence 39 (2017) 1811-1824

We propose novel model transfer-learning methods that refine a decision forest model M learned within a "source" domain using a training set sampled from a "target" domain, assumed to be a variation of the source. We present two random forest transfe

Externí odkaz: http://arxiv.org/abs/1511.01258

Zobrazit plný text záznamu

Akademický článek

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Report

The Perturbed Variation

Autor: Harel, Maayan, Mannor, Shie

We introduce a new discrepancy score between two distributions that gives an indication on their similarity. While much research has been done to determine if two samples come from exactly the same distribution, much less research considered the prob

Externí odkaz: http://arxiv.org/abs/1210.4006

Zobrazit plný text záznamu

Report

Learning from Multiple Outlooks

Autor: Harel, Maayan, Mannor, Shie

We propose a novel problem formulation of learning a single task when the data are provided in different feature spaces. Each such space is called an outlook, and is assumed to contain both labeled and unlabeled data. The objective is to take advanta

Externí odkaz: http://arxiv.org/abs/1005.0027

Zobrazit plný text záznamu