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International Conference on Machine Learning
Known as:
ICML
The International Conference on Machine Learning (ICML) is the leading international academic conference in machine learning, attracting annually…
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Adversarial machine learning
Co-training
Decision stump
ECML PKDD
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Highly Cited
2017
Highly Cited
2017
A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare
,
Will Dabney
,
R. Munos
International Conference on Machine Learning
2017
Corpus ID: 966543
In this paper we argue for the fundamental importance of the value distribution: the distribution of the random return received…
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Review
2017
Review
2017
Foolbox: A Python toolbox to benchmark the robustness of machine learning models
Jonas Rauber
,
Wieland Brendel
,
M. Bethge
2017
Corpus ID: 3995611
Even todays most advanced machine learning models are easily fooled by almost imperceptible perturbations of their inputs…
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Highly Cited
2015
Highly Cited
2015
Siamese Neural Networks for One-Shot Image Recognition
Gregory R. Koch
2015
Corpus ID: 13874643
The process of learning good features for machine learning applications can be very computationally expensive and may prove…
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Highly Cited
2013
Highly Cited
2013
Ad click prediction: a view from the trenches
H. B. McMahan
,
Gary Holt
,
+13 authors
J. Kubica
Knowledge Discovery and Data Mining
2013
Corpus ID: 5961991
Predicting ad click-through rates (CTR) is a massive-scale learning problem that is central to the multi-billion dollar online…
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Highly Cited
2009
Highly Cited
2009
Proceedings of the 26th Annual International Conference on Machine Learning
A. Danyluk
,
Léon Bottou
,
M. Littman
International Conference on Machine Learning
2009
Corpus ID: 263267997
Review
2008
Review
2008
Proceedings of the 25th international conference on Machine learning
William W. Cohen
,
Andrew McCallum
,
S. Roweis
International Conference on Machine Learning
2008
Corpus ID: 261528800
This volume contains the papers accepted to the 25th International Conference on Machine Learning (ICML 2008). ICML is the annual…
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Review
2007
Review
2007
Proceedings of the 24th international conference on Machine learning
Zoubin Ghahramani
International Conference on Machine Learning
2007
Corpus ID: 61503997
This volume contains the papers accepted to the 24th International Conference on Machine Learning (ICML 2007), which was held at…
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Review
2006
Review
2006
Proceedings of the 23rd international conference on Machine learning
William W. Cohen
,
Andrew W. Moore
2006
Corpus ID: 261106666
This volume, which is also available from http://www.machinelearning.org, the home page of the International Machine Learning…
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Highly Cited
2006
Highly Cited
2006
Logarithmic regret algorithms for online convex optimization
Elad Hazan
,
A. Agarwal
,
Satyen Kale
Machine-mediated learning
2006
Corpus ID: 11569359
Abstract In an online convex optimization problem a decision-maker makes a sequence of decisions, i.e., chooses a sequence of…
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1993
1993
The Ninth International Conference on Machine Learning
Alberto Maria Segre
The AI Magazine
1993
Corpus ID: 2115465
The Ninth International Conference on Machine Learning was held in Aberdeen, Scotland, from 1-3 July 1992, with 198 participants…
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