Victor Akinwande

Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health

Kush R. Varshney, Skyler Speakman, William Ogallo, 2020, IJCAI.

Deep Mining: Detecting Anomalous Patterns in Neural Network Activations with Subset Scanning

Skyler Speakman, Edward McFowland, Victor Akinwande, 2019 .

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

Skyler Speakman, Edward McFowland, William Ogallo, 2020, IJCAI.

Identifying Audio Adversarial Examples via Anomalous Pattern Detection pdf

Skyler Speakman, Victor Akinwande, Srihari Sridharan, 2020, ArXiv.

Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation

Victor Akinwande, Aisha Walcott-Bryant, Charity Wayua, 2020, IJCAI.

Anomalous Pattern Detection in Activations and Reconstruction Error of Autoencoders

Skyler Speakman, Edward McFowland, William Ogallo, 2019 .

Towards neural abstractive clinical trial text summarization with sequence to sequence models

William Ogallo, Victor Akinwande, Aisha Walcott, 2019, 2019 IEEE International Conference on Healthcare Informatics (ICHI).

Characterizing the hyper-parameter space of LSTM language models for mixed context applications pdf

Sekou Remy, Victor Akinwande, 2017, ArXiv.

Pattern Detection in the Activation Space for Identifying Synthesized Content pdf

Skyler Speakman, Edward McFowland, Victor Akinwande, 2021, Pattern Recognit. Lett..

Towards creativity characterization of generative models via group-based subset scanning pdf

Skyler Speakman, Pin-Yu Chen, Victor Akinwande, 2021, ArXiv.