Search Results for author: Paul Rad

Found 6 papers, 2 papers with code

Measuring Geographic Performance Disparities of Offensive Language Classifiers

no code implementations COLING 2022 Brandon Lwowski, Paul Rad, Anthony Rios

Likewise, we show that while offensive language models produce false positives on African American English, model performance is not correlated with each city's minority population proportions.

AI-Augmented Behavior Analysis for Children with Developmental Disabilities: Building Towards Precision Treatment

no code implementations21 Feb 2021 Shadi Ghafghazi, Amarie Carnett, Leslie Neely, Arun Das, Paul Rad

However, this process overburdens ABAs by requiring the clinicians to collect and analyze data, identify the problem behaviors, conduct pattern analysis to categorize and predict categorical outcomes, hypothesize responsiveness to treatments, and detect the effects of treatment plans.

Decision Making

Effect of backdoor attacks over the complexity of the latent space distribution

1 code implementation29 Nov 2020 Henry D. Chacon, Paul Rad

The input space complexity determines the model's capabilities to extract their knowledge and translate the space of attributes into a function which is assumed in general, as a concatenation of non-linear functions between layers.

Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

no code implementations16 Jun 2020 Arun Das, Paul Rad

Nowadays, deep neural networks are widely used in mission critical systems such as healthcare, self-driving vehicles, and military which have direct impact on human lives.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI)

Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model

no code implementations29 Jan 2020 Nihar Bendre, Nima Ebadi, John J. Prevost, Paul Rad

A great number of computer vision publications have focused on distinguishing between human action recognition and classification rather than the intensity of actions performed.

Action Recognition Temporal Action Localization

Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events

1 code implementation11 Nov 2019 Sharaj Panwar, Paul Rad, Tzyy-Ping Jung, Yufei Huang

Electroencephalography (EEG) data are difficult to obtain due to complex experimental setups and reduced comfort with prolonged wearing.

Classification EEG +4

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