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Victor Akinwande

Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning
2020 · William Ogallo, Skyler Speakman, et al. · medRxiv · 30
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Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error
2020 · Celia Cintas, Skyler Speakman, et al. · International Joint Conference on Artificial Intelligence · 24
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Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models
2022 · William Ogallo, Irene Wanyana, et al. · Journal of the American Medical Informatics Association · 19
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A causal inference approach for estimating effects of non-pharmaceutical interventions during Covid-19 pandemic
2022 · Vesna Barros, Itay Manes, et al. · PLoS ONE · 12
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Identifying Audio Adversarial Examples via Anomalous Pattern Detection
2020 · Akinwande, Victor, Cintas, Celia, et al. · arXiv (Cornell University) · 11
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Introducing v0.5 of the AI Safety Benchmark from MLCommons
2024 · Vidgen, Bertie, Agrawal, Adarsh, et al. · arXiv (Cornell University) · 5
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Pattern detection in the activation space for identifying synthesized content
2021 · Celia Cintas, Skyler Speakman, et al. · Pattern Recognition Letters · 5
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Towards neural abstractive clinical trial text summarization with sequence to sequence models
2019 · Celia Cintas, William Ogallo, et al. · IEEE International Conference on Healthcare Informatics (ICHI) · 5
Principled Subpopulation Analysis of the Betterbirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention
2021 · Girmaw Abebe Tadesse, Megan Marx Delaney, et al. · SSRN Electronic Journal · 3
Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies.
2021 · Celia Cintas, Victor Akinwande, et al. · PubMed Central · 3
Partial Identifiability for Domain Adaptation
2023 · Kong, Lingjing, Xie, Shaoan, et al. · arXiv (Cornell University) · 2
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Successes and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan.
2021 · Ifrah Idrees, Skyler Speakman, et al. · PubMed Central · 1
Decision Platform for Pattern Discovery and Causal Effect Estimation in Contraceptive Discontinuation
2020 · Celia Cintas, Ramya Raghavendra, et al. · International Joint Conference on Artificial Intelligence · 1
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Anomalous Pattern Detection in Activations and Reconstruction Error of Autoencoders
2019 · Celia Cintas, Skyler Speakman, et al. · 1
ayeai/adversarial-robustness-toolbox: v2026.08.21.1787254350.255891604
2026 · minhitbk, Valentina Zantedeschi, et al. · Zenodo (CERN European Organization for Nuclear Research)
Sharding Prevents LLM Oversight Failures and Adversarial Exploitation
2026 · Akinwande, Victor, Kolter, J. Zico, et al. · arXiv (Cornell University)
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HyperCLIP: Adapting Vision-Language models with Hypernetworks
2024 · Akinwande, Victor, Norouzzadeh, Mohammad Sadegh, et al. · arXiv (Cornell University)
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AcceleratedLiNGAM: Learning Causal DAGs at the speed of GPUs
2024 · Akinwande, Victor, Kolter, J. Zico · arXiv (Cornell University)
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Understanding prompt engineering may not require rethinking generalization
2023 · Akinwande, Victor, Jiang, Yiding, et al. · arXiv (Cornell University)
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Towards creativity characterization of generative models via group-based subset scanning
2021 · Cintas, Celia, Das, Payel, et al. · arXiv (Cornell University)
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Inspection of Blackbox Models for Evaluating Vulnerability in Maternal, Newborn, and Child Health
2020 · William Ogallo, Skyler Speakman, et al. · International Joint Conference on Artificial Intelligence
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Deep Mining: Detecting Anomalous Patterns in Neural Network Activations with Subset Scanning
2019 · Skyler Speakman, Celia Cintas, et al.
Characterizing the hyper-parameter space of LSTM language models for mixed context applications
2017 · Akinwande, Victor, Remy, Sekou L. · arXiv (Cornell University)
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Works count: 24
Citation count: 122
H-index: 5
I10-index: 5
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