Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Jean Pouget-Abadie"'
Autor:
Bing Xu, Aaron Courville, David Warde-Farley, Sherjil Ozair, Ian Goodfellow, Mehdi Mirza, Jean Pouget-Abadie, Yoshua Bengio
Publikováno v:
Communications of the ACM. 63:139-144
We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0b65b7ed037e725c2146b62d2d124ebd
https://doi.org/10.1145/3422622
https://doi.org/10.1145/3422622
Autor:
Evgeni Drynkin, Jean Pouget-Abadie, Vahab Mirrokni, Minzhengxiong Zhang, Edoardo M. Airoldi, Nick Doudchenko
Publikováno v:
SSRN Electronic Journal.
Bipartite experiments are a recent object of study in causal inference, whereby treatment is applied to one set of units and outcomes of interest are measured on a different set of units. These experiments are particularly useful in settings where st
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7bf9e94861f3bd116ec2a21cf89dfc10
https://doi.org/10.2139/ssrn.3757188
https://doi.org/10.2139/ssrn.3757188
Publikováno v:
KDD
Cluster-based randomized experiments are popular designs for mitigating the bias of standard estimators when interference is present and classical causal inference and experimental design assumptions (such as SUTVA or ITR) do not hold. Without an exa
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ff37faba7c25f497070138d256e9ef2d
https://doi.org/10.1145/3219819.3220067
https://doi.org/10.1145/3219819.3220067
Autor:
Guillaume Saint-Jacques, Souvik Ghosh, Jean Pouget-Abadie, Martin Saveski, Ya Xu, Weitao Duan, Edoardo M. Airoldi
Publikováno v:
KDD
Randomized experiments, or A/B tests, are the standard approach for evaluating the causal effects of new product features, i.e., treatments. The validity of these tests rests on the "stable unit treatment value assumption" (SUTVA), which implies that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dfc043bd1d922399a263e376c971042d
https://doi.org/10.1145/3097983.3098192
https://doi.org/10.1145/3097983.3098192
Autor:
Ya Xu, Martin Saveski, Guillaume Saint-Jacques, Jean Pouget-Abadie, Souvik Ghosh, Weitao Duan, Edoardo M. Airoldi
SummaryExperimentation platforms are essential to large modern technology companies, as they are used to carry out many randomized experiments daily. The classic assumption of no interference among users, under which the outcome for one user does not
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e647e87caffc68085ad70a6cb4b36ba6
http://arxiv.org/abs/1704.01190
http://arxiv.org/abs/1704.01190
Publikováno v:
KDD
Web-based services often run randomized experiments to improve their products. A popular way to run these experiments is to use geographical regions as units of experimentation, since this does not require tracking of individual users or browser cook
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a161e09a991a44e4fde3e37fcee2433f
Autor:
Thibaut Horel, Jean Pouget-Abadie
Publikováno v:
WWW (Companion Volume)
In the Network Inference problem, one seeks to recover the edges of an unknown graph from the observations of cascades propagating over this graph. In this paper, we approach this problem from the sparse recovery perspective. We introduce a general m
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::74cd8f834cabc2cec0d473a70f551264
Autor:
Ian Goodfellow, Mehdi Mirza, Sherjil Ozair, Yoshua Bengio, Bing Xu, Jean Pouget-Abadie, David Warde-Farley, Aaron Courville
Publikováno v:
NIPS
We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D that estimates the probability
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3d975d4311ca488f22ba13aae23ad373
https://doi.org/10.3156/jsoft.29.5_177_2
https://doi.org/10.3156/jsoft.29.5_177_2
Publikováno v:
SSST@EMNLP
The authors of (Cho et al., 2014a) have shown that the recently introduced neural network translation systems suffer from a significant drop in translation quality when translating long sentences, unlike existing phrase-based translation systems. In
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6ecf7bed3eeb22a73199df990afab82b
https://doi.org/10.3115/v1/w14-4009
https://doi.org/10.3115/v1/w14-4009
Autor:
Maria João Saraiva, Dominique Ostler, Jean Pouget-Abadie, Mónica Mendes Sousa, Rui Fernandes, Claude Vital, Dominique Carles
Publikováno v:
The American Journal of Pathology. 156:1911-1917
We found a new C-terminal amyloidogenic variant of apolipoprotein AI (apoAI), Leu178His in a French kindred, associated with cardiac and larynx amyloidosis and skin lesions with onset during the fourth decade. This single-point mutation in exon 4 of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b3d0139a923290eb90a7ee58e025381
https://doi.org/10.1016/s0002-9440(10)65064-x
https://doi.org/10.1016/s0002-9440(10)65064-x