M. Todd Young

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 9

Top Topics

Natural Language

Bayesian Inference

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Joshua Romero, Junqi Yin, Nouamane Laanait, Bing Xie, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Accelerating Collective Communication in Data Parallel Training across Deep Learning Frameworks. NSDI (2022)
Serena H. Chen, M. Todd Young, John Gounley, Christopher Stanley, Debsindhu Bhowmik
How Distinct Structural Flexibility within SARS-CoV-2 Spike Protein Reveals Potential Therapeutic Targets. IEEE BigData (2021)
Shang Gao, Mohammed M. Alawad, M. Todd Young, John Gounley, Noah Schaefferkoetter, Hong-Jun Yoon, Xiao-Cheng Wu, Eric B. Durbin, Jennifer A. Doherty, Antoinette Stroup, Linda Coyle, Georgia D. Tourassi
Limitations of Transformers on Clinical Text Classification. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Drew Schmidt, Bronson Messer, M. Todd Young, Michael A. Matheson
Towards the Development of Entropy-Based Anomaly Detection in an Astrophysics Simulation. CoRR (2020)
M. Todd Young, Jacob D. Hinkle, Ramakrishnan Kannan, Arvind Ramanathan
Distributed Bayesian optimization of deep reinforcement learning algorithms. J. Parallel Distributed Comput. 139 (2020)
Theodore Papamarkou, Jacob D. Hinkle, M. Todd Young, David E. Womble
Challenges in Bayesian inference via Markov chain Monte Carlo for neural networks. CoRR (2019)
Nouamane Laanait, Joshua Romero, Junqi Yin, M. Todd Young, Sean Treichler, Vitalii Starchenko, Albina Y. Borisevich, Alex Sergeev, Michael A. Matheson
Exascale Deep Learning for Scientific Inverse Problems. CoRR (2019)
Hong-Jun Yoon, John Gounley, M. Todd Young, Georgia D. Tourassi
Information Extraction from Cancer Pathology Reports with Graph Convolution Networks for Natural Language Texts. IEEE BigData (2019)
M. Todd Young, Jacob D. Hinkle, Arvind Ramanathan, Ramakrishnan Kannan
HyperSpace: Distributed Bayesian Hyperparameter Optimization. SBAC-PAD (2018)