Adam Pocock
Adam Pocock
Researcher at Oracle Labs Machine Learning Research Group
Verified email at oracle.com - Homepage
Title
Cited by
Cited by
Year
Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection
G Brown, A Pocock, MJ Zhao, M Luján
The Journal of Machine Learning Research 13, 27-66, 2012
10292012
Beyond Fano’s Inequality: Bounds on the Optimal F-Score, BER, and Cost-Sensitive Risk and Their Implications
MJ Zhao, N Edakunni, A Pocock, G Brown
Journal of Machine Learning Research 14, 1033-1090, 2013
632013
Fundamental nano-patterns to characterize and classify java methods
J Singer, G Brown, M Luján, A Pocock, P Yiapanis
Electronic Notes in Theoretical Computer Science 253 (7), 191-204, 2010
452010
Online Non-stationary Boosting
A Pocock, P Yiapanis, J Singer, M Luján, G Brown
9th International Workshop on Multiple Classifier Systems (MCS 2010), 205-214, 2010
352010
Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching
M Wick, P Kanani, A Pocock
30th Annual AAAI conference, 2016
332016
Augur: Data Parallel Probabilistic Modeling
JB Tristan, D Huang, J Tassarotti, AC Pocock, SJ Green, GL Steele
Neural Information Processing Systems 27, 2600-2608, 2014
282014
Toward a more accurate understanding of the limits of the TLS execution paradigm
N Ioannou, J Singer, S Khan, P Xekalakis, P Yiapanis, A Pocock, G Brown, ...
Workload Characterization (IISWC), 2010 IEEE International Symposium on, 1-12, 2010
222010
Multilingual embeddings for natural language processing
ML Wick, PH Kanani, AC Pocock
US Patent 9,779,085, 2017
172017
Feature Selection via Joint Likelihood
AC Pocock
The University of Manchester, 2012
142012
Efficient feature selection using shrinkage estimators
K Sechidis, L Azzimonti, A Pocock, G Corani, J Weatherall, G Brown
Machine Learning 108 (8-9), 1261-1286, 2019
82019
Informative Priors for Markov Blanket Discovery
A Pocock, M Luján, G Brown
15th International Conference on AI and Statistics (AISTATS 2012), 905-913, 2012
72012
Static java program features for intelligent squash prediction
J Singer, P Yiapanis, A Pocock, M Lujan, G Brown, N Ioannou, M Cintra
Statistical and Machine learning approaches to ARchitecture and compilaTion …, 2010
72010
A scalable implementation of information theoretic feature selection for high dimensional data
A Kleerekoper, M Pappas, A Pocock, G Brown, M Lujan
2015 IEEE International Conference on Big Data (Big Data), 339-346, 2015
62015
Character-based attribute value extraction system
PH Kanani, ML Wick, AC Pocock
US Patent App. 14/700,683, 2015
42015
MIToolbox, A Mutual Information toolbox for C & Matlab
A Pocock
University of Manchester, 2010
4*2010
Multi-dimensional approach to agent assignment
D Allison, D Gulsen, VCW Chan, AC POCOCK, P Kanani, D Greenberg
US Patent App. 14/804,496, 2015
32015
Guided data exploration
U Sheffer, AC Pocock, B Stevens, M Ishaque, V Zelevinsky, TR Spaulding
US Patent App. 14/707,283, 2015
3*2015
Attribute Extraction from Noisy Text Using Character-based Sequence Tagging Models
P Kanani, M Wick, A Pocock
NIPS eCommerce workshop, 2015
32015
Ensembled Decision Systems Using Feature Hashing Models
JB Tristan, A Pocock, M Wick, G Steele
US Patent App. 15/717,830, 2019
22019
Feature Selection using Information Theoretic Techniques
A Pocock
The University of Manchester, 2008
2*2008
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