Thomas Flynn

Publication Activity (10 Years)

Years Active: 2000-2022
Publications (10 Years): 16

Top Topics

Stochastic Approximation

Top Venues

Numer. Algorithms

Publications

Thomas Flynn
A persistent adjoint method with dynamic time-scaling and an application to mass action kinetics. Numer. Algorithms 89 (1) (2022)
Lingda Li, Santosh Pandey, Thomas Flynn, Hang Liu, Noel Wheeler, Adolfy Hoisie
SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning. SIGMETRICS (Abstracts) (2022)
Santosh Pandey, Lingda Li, Thomas Flynn, Adolfy Hoisie, Hang Liu
Scalable Deep Learning-Based Microarchitecture Simulation on GPUs. SC (2022)
Lingda Li, Santosh Pandey, Thomas Flynn, Hang Liu, Noel Wheeler, Adolfy Hoisie
SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning. Proc. ACM Meas. Anal. Comput. Syst. 6 (2) (2022)
Patrick R. Johnstone, Jonathan Eckstein, Thomas Flynn, Shinjae Yoo
Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers. CoRR (2021)
Lingda Li, Santosh Pandey, Thomas Flynn, Hang Liu, Noel Wheeler, Adolfy Hoisie
SimNet: Computer Architecture Simulation using Machine Learning. CoRR (2021)
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
Bounding the expected run-time of nonconvex optimization with early stopping. UAI (2020)
Thomas Flynn
A persistent adjoint method with dynamic time-scaling and an application to mass action kinetics. CoRR (2020)
Thomas Flynn, Kwangmin Yu, Abid Malik, Nicholas D'Imperio, Shinjae Yoo
Bounding the expected run-time of nonconvex optimization with early stopping. CoRR (2020)
Kwangmin Yu, Thomas Flynn, Shinjae Yoo, Nicholas D'Imperio
Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training. CoRR (2019)
Thomas Flynn, Felisa J. Vázquez-Abad
A simultaneous perturbation weak derivative estimator for stochastic neural networks. Comput. Manag. Sci. 16 (4) (2019)
Thomas Flynn, Shinjae Yoo
Change Detection with the Kernel Cumulative Sum Algorithm. CDC (2019)
Thomas Flynn
Measure valued differentiation for stochastic neural networks. WSC (2017)
Thomas Flynn, Olympia Hadjiliadis, Ioannis Stamos, Felisa J. Vázquez-Abad
Data driven stochastic approximation for change detection. WSC (2017)
Thomas Flynn
Gradient Descent using Duality Structures. CoRR (2017)
Thomas Flynn
Forward sensitivity analysis for contracting stochastic systems. CoRR (2016)
Thomas Flynn, Olympia Hadjiliadis, Ioannis Stamos
Online Classification in 3D Urban Datasets Based on Hierarchical Detection. 3DV (2015)
Thomas Flynn
Timescale Separation in Recurrent Neural Networks. Neural Comput. 27 (6) (2015)
Ioannis Stamos, Olympia Hadjiliadis, Hongzhong Zhang, Thomas Flynn
Online Algorithms for Classification of Urban Objects in 3D Point Clouds. 3DIMPVT (2012)
Mark Tabb, Thomas Flynn, Richard Carande
Full maximum likelihood inversion of polinsar scattering models. IGARSS (2004)
Mark Tabb, Thomas Flynn, Richard Carande
Estimation and removal of SNR and scattering degeneracy effects from the PolInSAR coherence region. IGARSS (2003)
Mark Tabb, Thomas Flynn, Richard Carande
An extended model for characterizing vegetation canopies using polarimetric SAR interferometry. IGARSS (2002)
Thomas Flynn, Mark Tabb, Richard Carande
Coherence region shape extraction for vegetation parameter estimation in polarimetric SAR interferometry. IGARSS (2002)
Thomas Flynn, Mark Tabb, Richard Carande
Direct estimation of vegetation parameters from covariance data in polarimetric SAR interferometry. IGARSS (2002)
Thomas Whalen, Arun Rai, Thomas Flynn
Flexible Queries in the eCommerce Shopping Mall: A Discursive Analysis. FQAS (2000)