Sepehr Akhavan-Masouleh | DeepAI

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∙ 10/17/2020

PPL Bench: Evaluation Framework For Probabilistic Programming Languages

We introduce PPL Bench, a new benchmark for evaluating Probabilistic Pro...

0 Sourabh Kulkarni, et al. ∙

∙ 01/15/2020

Newtonian Monte Carlo: single-site MCMC meets second-order gradient methods

Single-site Markov Chain Monte Carlo (MCMC) is a variant of MCMC in whic...

0 Nimar S. Arora, et al. ∙

∙ 07/26/2018

A Flexible Joint Longitudinal-Survival Modeling Framework for Incorporating Multiple Longitudinal Biomarkers

We are interested in survival analysis of hemodialysis patients for whom...

0 Sepehr Akhavan-Masouleh, et al. ∙

∙ 07/16/2018

On the Information Theoretic Distance Measures and Bidirectional Helmholtz Machines

By establishing a connection between bi-directional Helmholtz machines a...

0 Mahdi Azarafrooz, et al. ∙

∙ 07/06/2018

A Bayesian Framework for Non-Collapsible Models

In this paper, we discuss the non-collapsibility concept and propose a n...

1 Sepehr Akhavan-Masouleh, et al. ∙

∙ 07/06/2018

A Flexible Joint Longitudinal-Survival Model for Analysis of End-Stage Renal Disease Data

We propose a flexible joint longitudinal-survival framework to examine t...

1 Sepehr Akhavan-Masouleh, et al. ∙

∙ 12/10/2017

Improving Malware Detection Accuracy by Extracting Icon Information

Detecting PE malware files is now commonly approached using statistical ...

0 Pedro Silva, et al. ∙

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