Search Results for author: Elham Azizi

Found 5 papers, 1 papers with code

Automatic Bug Detection in Games using LSTM Networks

no code implementations13 Dec 2023 Elham Azizi, Loutfouz Zaman

We introduced a new framework to detect perceptual bugs using a Long Short-Term Memory (LSTM) network, which detects bugs in video games as anomalies.

FPS Games

Stable Differentiable Causal Discovery

1 code implementation17 Nov 2023 Achille Nazaret, Justin Hong, Elham Azizi, David Blei

We find that SDCD outperforms existing methods in both convergence speed and accuracy and can scale to thousands of variables.

Causal Discovery

A Nonparametric Multi-view Model for Estimating Cell Type-Specific Gene Regulatory Networks

no code implementations21 Feb 2019 Cassandra Burdziak, Elham Azizi, Sandhya Prabhakaran, Dana Pe'er

We present a Bayesian hierarchical multi-view mixture model termed Symphony that simultaneously learns clusters of cells representing cell types and their underlying gene regulatory networks by integrating data from two views: single-cell gene expression data and paired epigenetic data, which is informative of gene-gene interactions.

MULTI-VIEW LEARNING

Learning modular structures from network data and node variables

no code implementations11 May 2014 Elham Azizi, James E. Galagan, Edoardo M. Airoldi

A standard technique for understanding underlying dependency structures among a set of variables posits a shared conditional probability distribution for the variables measured on individuals within a group.

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