Articles with public access mandates - Barak A. PearlmutterLearn more
Available somewhere: 23
Automatic differentiation in machine learning: a survey
AG Baydin, BA Pearlmutter, AA Radul, JM Siskind
The Journal of Machine Learning Research 18 (153), 1-43, 2018
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Independent component analysis for brain fMRI does indeed select for maximal independence
VD Calhoun, VK Potluru, R Phlypo, RF Silva, BA Pearlmutter, A Caprihan, ...
PloS one 8 (8), e73309, 2013
Mandates: US National Institutes of Health
Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint
PD O’Grady, BA Pearlmutter
Neurocomputing 72 (1-3), 88-101, 2008
Mandates: Higher Education Authority, Ireland
Nesting forward-mode AD in a functional framework
JM Siskind, BA Pearlmutter
Higher-Order and Symbolic Computation 21 (4), 361-376, 2008
Mandates: Higher Education Authority, Ireland
The LOST algorithm: Finding lines and separating speech mixtures
PD O'Grady, BA Pearlmutter
EURASIP Journal on Advances in Signal Processing 2008, 1-17, 2008
Mandates: Higher Education Authority, Ireland
Seeing is Worse than Believing: Reading People’s Minds Better than Computer-Vision Methods Recognize Actions
A Barbu, DP Barrett, W Chen, N Siddharth, C Xiong, JJ Corso, ...
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
Mandates: Science Foundation Ireland
A new hypothesis for sleep: tuning for criticality
BA Pearlmutter, CJ Houghton
Neural computation 21 (6), 1622-1641, 2009
Mandates: Science Foundation Ireland
An investigation of feasibility and safety of bi-modal stimulation for the treatment of tinnitus: an open-label pilot study
C Hamilton, S D’Arcy, BA Pearlmutter, G Crispino, EC Lalor, BJ Conlon
Neuromodulation: Technology at the Neural Interface 19 (8), 832-837, 2016
Mandates: Irish Research Council
Divide-and-conquer checkpointing for arbitrary programs with no user annotation
JM Siskind, BA Pearlmutter
Optimization Methods and Software 33 (4-6), 1288-1330, 2018
Mandates: US National Science Foundation, US Office of the Director of National …
A slow axon antidromic blockade hypothesis for tremor reduction via deep brain stimulation
MR García, BA Pearlmutter, PE Wellstead, RH Middleton
PloS one 8 (9), e73456, 2013
Mandates: Science Foundation Ireland
Perturbation confusion in forward automatic differentiation of higher-order functions
O Manzyuk, BA Pearlmutter, AA Radul, DR Rush, JM Siskind
Journal of Functional Programming 29, e12, 2019
Mandates: US National Science Foundation, US Department of Defense, US Office of the …
Using programming language theory to make automatic differentiation sound and efficient
BA Pearlmutter, JM Siskind
Advances in Automatic Differentiation, 79-90, 2008
Mandates: Higher Education Authority, Ireland
AD in Fortran: Implementation via Prepreprocessor
A Radul, BA Pearlmutter, JM Siskind
Recent Advances in Algorithmic Differentiation, 273-284, 2012
Mandates: Science Foundation Ireland
Mini-symposium on automatic differentiation and its applications in the financial industry
S Geeraert, CA Lehalle, BA Pearlmutter, O Pironneau, A Reghai
ESAIM: Proceedings and Surveys 59, 56-75, 2017
Mandates: Science Foundation Ireland
Heunnet: Extending resnet using heun’s method
M Maleki, M Habiba, BA Pearlmutter
2021 32nd Irish Signals and Systems Conference (ISSC), 1-6, 2021
Mandates: Irish Research Council
Automatic Differentiation of Sketched Regression
H Liao, BA Pearlmutter, V Potluru, D Woodruff
International Conference on Artificial Intelligence and Statistics, 4367-4376, 2020
Mandates: US Department of Defense
Evolving the Incremental λ Calculus into a Model of Forward AD
R Kelly, BA Pearlmutter, JM Siskind
arXiv preprint arXiv:1611.03429, 2016
Mandates: US National Science Foundation, Science Foundation Ireland, Irish Research …
Learning Exemplar Representations in Single-Trial EEG Category Decoding
JA Kilgallen, BA Pearlmutter, JM Siskind
2024 35th Irish Signals and Systems Conference (ISSC), 1-6, 2024
Mandates: Science Foundation Ireland
Immersive Neural Network Exploration: A VR Approach to Human-Centered AI Understanding
M Inkarbekov, BA Pearlmutter, R Monahan
Proceedings of the 2023 Conference on Human Centered Artificial Intelligence …, 2023
Mandates: Science Foundation Ireland
Rich and Expressive Specification of Continuous-Learning Cyber-Physical Systems
T Flinkow, BA Pearlmutter, R Monahan
2023 53rd Annual IEEE/IFIP International Conference on Dependable Systems …, 2023
Mandates: Science Foundation Ireland
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