Alexander Brown

According to our database, Alexander Brown authored at least 19 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization.

Fanfei Meng, Chen-Ao Wang, Alexander Brown

CoRR, 2024

2022

Pilot Study of Real-World Monitoring of the Heart Rate Variability in Amyotrophic Lateral Sclerosis.

Alexander Brown, Bradley J. Ferguson, Vovanti Jones, Bruce Green, Justin Pearre, Ifeoma Anunoby, David Q. Beversdorf, Richard J. Barohn, Carmen M. Cirstea

Frontiers Artif. Intell., 2022

Resource scheduling and provisioning for processing of dynamic stream workflows under latency constraints.

Alexander Brown, Saurabh Kumar Garg, James Montgomery, Ujjwal KC

Future Gener. Comput. Syst., 2022

Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT).

Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff

CoRR, 2022

Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?

Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour

CoRR, 2022

Diagnosing failures of fairness transfer across distribution shift in real-world medical settings.

Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M. Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

SMOaaS: a Scalable Matrix Operation as a Service model in Cloud.

Ujjwal KC, Sudheer Kumar Battula, Saurabh Garg, Ranesh Kumar Naha, Md Anwarul Kaium Patwary, Alexander Brown

J. Supercomput., 2021

Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model.

Alexander Brown, James Montgomery, Saurabh Garg

Appl. Soft Comput., 2021

Autonomic Dysfunction in Amyotrophic Lateral Sclerosis: Preliminary Insights from Insula Imaging and Heart Rate Variability Studies.

Alexander Brown, Bradley Ferguson, Bruce Green, Justin Pearre, Ifeoma Anunoby, Carmen M. Cirstea

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing.

Alexander Brown, Saurabh Kumar Garg, James Montgomery

Environ. Model. Softw., 2020

A Wrist-worn Respiration Monitoring Device using Bio-Impedance^*.

Kaan Sel, Alexander Brown, Hongwoo Jang, Harlan M. Krumholz, Nanshu Lu, Roozbeh Jafari

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Cortical tonic GABAergic inhibition - preliminary insights from MR Spectroscopy of subacute stroke.

Ifeoma Anunoby, Vovanti Jones, Alexander Brown, Carmen M. Cirstea

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019

Automatic rain and cicada chorus filtering of bird acoustic data.

Alexander Brown, Saurabh Kumar Garg, James Montgomery

Appl. Soft Comput., 2019

Aura projection for scalable real-time physics.

Alexander Brown, Gary Ushaw, Graham Morgan

Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games, 2019

Electrical Characterization of Graphene-based e-Tattoos for Bio-Impedance-based Physiological Sensing.

Kaan Sel, Dmitry Kireev, Alexander Brown, Bassem Ibrahim, Deji Akinwande, Roozbeh Jafari

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Interpretable Reinforcement Learning with Ensemble Methods.

Alexander Brown, Marek Petrik

CoRR, 2018

Scalable Preprocessing of High Volume Bird Acoustic Data.

Alexander Brown, Saurabh Kumar Garg, James Montgomery

CoRR, 2018

Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA.

Alexander Brown, Saurabh Kumar Garg, James Montgomery

IEEE Access, 2018

2006

Someone to watch over you.

Jonathon Little, Alexander Brown

Comput. Law Secur. Rev., 2006