Search Results for author: Amin Rasekh

Found 6 papers, 1 papers with code

Democratizing Ethical Assessment of Natural Language Generation Models

no code implementations30 Jun 2022 Amin Rasekh, Ian Eisenberg

Natural language generation models are computer systems that generate coherent language when prompted with a sequence of words as context.

Text Generation

Enhanced Variational Inference with Dyadic Transformation

1 code implementation30 Jan 2019 Sarin Chandy, Amin Rasekh

Variational autoencoder is a powerful deep generative model with variational inference.

Variational Inference

Cyberattack Detection using Deep Generative Models with Variational Inference

no code implementations31 May 2018 Sarin E. Chandy, Amin Rasekh, Zachary A. Barker, M. Ehsan Shafiee

The proposed model is applied to a simulated cyberattack detection problem involving a drinking water distribution system subject to programmable logic controller hacks, malicious actuator activation, and deception attacks.

Variational Inference

A Dynamic Simulation-Optimization Model for Adaptive Management of Urban Water Distribution System Contamination Threats

no code implementations1 Jul 2014 Amin Rasekh, Kelly Brumbelow

This study develops a dynamic decision support model that adaptively simulates the time-varying emergency environment and tracks changing best health protection response measures at every stage of an emergency in real-time.

Management

Human Activity Recognition using Smartphone

no code implementations30 Jan 2014 Amin Rasekh, Chien-An Chen, Yan Lu

In this project, we design a robust activity recognition system based on a smartphone.

Active Learning Dimensionality Reduction +3

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