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ICML
2009
IEEE
14 years 6 months ago
Nonparametric estimation of the precision-recall curve
The Precision-Recall (PR) curve is a widely used visual tool to evaluate the performance of scoring functions in regards to their capacities to discriminate between two population...
Stéphan Clémençon, Nicolas Va...
ICML
2009
IEEE
14 years 6 months ago
Stochastic methods for l1 regularized loss minimization
Shai Shalev-Shwartz, Ambuj Tewari
ICML
2009
IEEE
14 years 6 months ago
Nearest neighbors in high-dimensional data: the emergence and influence of hubs
Milos Radovanovic, Alexandros Nanopoulos, Mirjana ...
ICML
2009
IEEE
14 years 6 months ago
A novel lexicalized HMM-based learning framework for web opinion mining
Merchants selling products on the Web often ask their customers to share their opinions and hands-on experiences on products they have purchased. As e-commerce is becoming more an...
Wei Jin, Hung Hay Ho
CGO
2009
IEEE
14 years 6 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle

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bing.jianResearch Scientist, PhD
Siemens
bing.jian
CHI
2010
ACM
14 years 6 months ago
Interactive optimization for steering machine classification
Interest has been growing within HCI on the use of machine learning and reasoning in applications to classify such hidden states as user intentions, based on observations. HCI res...
Ashish Kapoor, Bongshin Lee, Desney S. Tan, Eric H...
CHI
2010
ACM
14 years 6 months ago
Examining multiple potential models in end-user interactive concept learning
End-user interactive concept learning is a technique for interacting with large unstructured datasets, requiring insights from both human-computer interaction and machine learning...
Saleema Amershi, James Fogarty, Ashish Kapoor, Des...

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with
0
views
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fms365Professor, Associate
Anhui University
fms365

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posts
with
916
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Michel ValstarPostdoctoral
Imperial College London
Michel Valstar