Zobrazeno 1 - 10
of 164
pro vyhledávání: '"Aristide, C."'
We show that Thompson Sampling with Gaussian Prior as detailed by Algorithm 2 in (Agrawal & Goyal, 2013) is already differentially private. Theorem 1 show that it enjoys a very competitive privacy loss of only $\mathcal{O}(\ln^2 T)$ after T rounds. F
Externí odkaz:
http://arxiv.org/abs/1806.09192
We present a novel extension of Thompson Sampling for stochastic sequential decision problems with graph feedback, even when the graph structure itself is unknown and/or changing. We provide theoretical guarantees on the Bayesian regret of the algori
Externí odkaz:
http://arxiv.org/abs/1701.04238
In this paper, we improve the previously best known regret bound to achieve $\epsilon$-differential privacy in oblivious adversarial bandits from $\mathcal{O}{(T^{2/3}/\epsilon)}$ to $\mathcal{O}{(\sqrt{T} \ln T /\epsilon)}$. This is achieved by comb
Externí odkaz:
http://arxiv.org/abs/1701.04222
Autor:
Hounsou-Dindin, Guillaume, Idohou, Rodrigue, Akakpo, Amandine D.M., Adome, Nadjidath, Adomou, Aristide C., Assogbadjo, Achille E., Glèlè Kakaï, Romain
Publikováno v:
In Trees, Forests and People March 2022 7
Autor:
Rabiath F. R. Adigoun, Aristide C. Houdegbe, Nicodème V. Fassinou Hotegni, Alcade C. Segnon, Sognigbe N'Danikou, Charlotte A. O. Adjé, Rigelle P. M. Adadja, Enoch G. Achigan-Dako
Publikováno v:
Frontiers in Sustainable Food Systems, Vol 6 (2022)
IntroductionAccess to high-quality seeds remains a key constraint to the intensification of crop production in low-income countries. In this study, we analyzed maize seed production and distribution systems in Benin to identify leverage points for ef
Externí odkaz:
https://doaj.org/article/9467ff84ec14444a8535eed4e6970a8c
Publikováno v:
PhytoKeys, Vol 175, Iss , Pp 151-174 (2021)
Covering 560.14 hectares in the south-east of Benin, the Ewe-Adakplame Relic Forest (EARF) is a micro-refugium that shows insular characteristics within the Dahomey Gap. It is probably one of the last remnants of tropical rain forest that would have
Externí odkaz:
https://doaj.org/article/5f7dd24992fd46ea9e137e8427539aac
Autor:
Guillaume Hounsou-Dindin, Rodrigue Idohou, Amandine D.M. Akakpo, Nadjidath Adome, Aristide C. Adomou, Achille E. Assogbadjo, Romain Glèlè Kakaï
Publikováno v:
Trees, Forests and People, Vol 7, Iss , Pp 100210- (2022)
Wild oil plants (WOP) are species used for food, cosmetics, nutraceutical, and medicine. In Benin, their importance is still poorly documented. This study investigated the diversity of WOPs and identified priority species for valorization in Benin. L
Externí odkaz:
https://doaj.org/article/e33de144fed14f218b2157adea1cebc6
We consider the problem of learning by demonstration from agents acting in unknown stochastic Markov environments or games. Our aim is to estimate agent preferences in order to construct improved policies for the same task that the agents are trying
Externí odkaz:
http://arxiv.org/abs/1307.3785
Publikováno v:
Nature Conservation, Vol 21, Iss , Pp 57-82 (2017)
In a twenty-year effort at Drabo, southern Benin, small remnant forests, young fallow and agricultural fields were linked and rehabilitated to develop a 14 ha forest reserve. Forest regrowth was encouraged by managing the natural growth of the local
Externí odkaz:
https://doaj.org/article/a776dd2761d54a54a4d7c46b072fd5f8
Autor:
Salako, Valère K., Assogbadjo, Achille E., Adomou, Aristide C., Agbangla, Clément, Kakaï, Romain L. Glèlè
Publikováno v:
Plant Ecology and Evolution, 2015 Jan 01. 148(3), 335-349.
Externí odkaz:
http://www.jstor.org/stable/26158575