Search Results for author: Ziv Bar-Joseph

Found 5 papers, 0 papers with code

Causal inference using deep neural networks

no code implementations25 Nov 2020 Ye Yuan, Xueying Ding, Ziv Bar-Joseph

Causal inference from observation data is a core problem in many scientific fields.

Causal Inference

Distributed Gradient Descent in Bacterial Food Search

no code implementations11 Apr 2016 Shashank Singh, Sabrina Rashid, Zhicheng Long, Saket Navlakha, Hanna Salman, Zoltan N. Oltvai, Ziv Bar-Joseph

Communication and coordination play a major role in the ability of bacterial cells to adapt to ever changing environments and conditions.

Quantitative Methods

Inferring Interaction Networks using the IBP applied to microRNA Target Prediction

no code implementations NeurIPS 2011 Hai-Son P. Le, Ziv Bar-Joseph

Determining interactions between entities and the overall organization and clustering of nodes in networks is a major challenge when analyzing biological and social network data.


Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings

no code implementations NeurIPS 2010 Ziv Bar-Joseph, Hai-Son P. Le

Here we develop a new method that can utilize soft matches (given as priors) to infer both, unique and similar expression patterns across species and a matching for the genes in both species.

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