Alexander Brown

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 18

Top Topics

Resource Scheduling

Neural Architecture

Amyotrophic Lateral Sclerosis

Top Venues

Appl. Soft Comput.

Future Gener. Comput. Syst.

Publications

Fanfei Meng, Chen-Ao Wang, Alexander Brown
Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization. CoRR (2024)
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
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings. NeurIPS (2022)
Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff
Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT). CoRR (2022)
Alexander Brown, Bradley J. Ferguson, Vovanti Jones, Bruce Green, Justin Pearre, Ifeoma Anunoby, David Q. Beversdorf, Richard J. Barohn, Carmen M. Cirstea
Pilot Study of Real-World Monitoring of the Heart Rate Variability in Amyotrophic Lateral Sclerosis. Frontiers Artif. Intell. 5 (2022)
Alexander Brown, Saurabh Kumar Garg, James Montgomery, Ujjwal KC
Resource scheduling and provisioning for processing of dynamic stream workflows under latency constraints. Future Gener. Comput. Syst. 131 (2022)
Alexander Brown, James Montgomery, Saurabh Garg
Automatic construction of accurate bioacoustics workflows under time constraints using a surrogate model. Appl. Soft Comput. 113 (Part) (2021)
Ujjwal KC, Sudheer Kumar Battula, Saurabh Garg, Ranesh Kumar Naha, Md Anwarul Kaium Patwary, Alexander Brown
SMOaaS: a Scalable Matrix Operation as a Service model in Cloud. J. Supercomput. 77 (4) (2021)
Alexander Brown, Bradley Ferguson, Bruce Green, Justin Pearre, Ifeoma Anunoby, Carmen M. Cirstea
Autonomic Dysfunction in Amyotrophic Lateral Sclerosis: Preliminary Insights from Insula Imaging and Heart Rate Variability Studies. BIBM (2021)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
AcoustiCloud: A cloud-based system for managing large-scale bioacoustics processing. Environ. Model. Softw. 131 (2020)
Ifeoma Anunoby, Vovanti Jones, Alexander Brown, Carmen M. Cirstea
Cortical tonic GABAergic inhibition - preliminary insights from MR Spectroscopy of subacute stroke. BIBM (2020)
Kaan Sel, Alexander Brown, Hongwoo Jang, Harlan M. Krumholz, Nanshu Lu, Roozbeh Jafari
. EMBC (2020)
Alexander Brown, Gary Ushaw, Graham Morgan
Aura projection for scalable real-time physics. I3D (2019)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic rain and cicada chorus filtering of bird acoustic data. Appl. Soft Comput. 81 (2019)
Kaan Sel, Dmitry Kireev, Alexander Brown, Bassem Ibrahim, Deji Akinwande, Roozbeh Jafari
Electrical Characterization of Graphene-based e-Tattoos for Bio-Impedance-based Physiological Sensing. BioCAS (2019)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Scalable Preprocessing of High Volume Bird Acoustic Data. CoRR (2018)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic and Efficient Denoising of Bioacoustics Recordings Using MMSE STSA. IEEE Access 6 (2018)
Alexander Brown, Saurabh Kumar Garg, James Montgomery
Automatic Rain and Cicada Chorus Filtering of Bird Acoustic Data. CoRR (2018)
Alexander Brown, Marek Petrik
Interpretable Reinforcement Learning with Ensemble Methods. CoRR (2018)
Jonathon Little, Alexander Brown
Someone to watch over you. Comput. Law Secur. Rev. 22 (2) (2006)