| SNNAP: Solver-based Nearest Neighbor for Algorithm Portfolios |
| Marco Collautti, Yuri Malitsky, and Barry O’Sullivan |
| Implementation |
| Fast Variational Bayesian Linear State-Space Model |
| Jaakko Luttinen |
| Implementation |
| Shared Structure Learning for Multiple Tasks with Multiple Views |
| Xin Jin, Fuzhen Zhuang, Shuhui Wang, Qing He, and Zhongzhi Shi |
| Implementation |
| How Long will She Call Me? Distribution, Social Theory and Duration Prediction |
| Yuxiao Dong, Jie Tang, Tiancheng Lou, Bin Wu, and Nitesh Chawla |
| Implementation |
| Community Distribution Outlier Detection in Heterogeneous Information Networks |
| Manish Gupta, Jing Gao, and Jiawei Han |
| Implementation |
| Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration |
| Emile Contal, David Buffoni, Alexandre Robicquet, and Nicolas Vayatis |
| Implementation |
| A Fast Approximation of the Weisfeiler-Lehman Graph Kernel for RDF Data |
| Gerben De Vries |
| Implementation |
| Locally Linear Landmarks for Large-Scale Manifold Learning |
| Max Vladymyrov and Miguel Carreira-Perpinan |
| Implementation |
| The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited |
| Constantinos Panagiotakopoulos and Petroula Tsampouka |
| Implementation |
| Spatio-Temporal Random Fields: Compressible Representation and Distributed Estimation |
| Nico Piatkowski, Sangkyun Lee, and Katharina Morik |
| Implementation |
| Itemset Based Sequence Classification |
| Cheng Zhou, Boris Cule, and Bart Goethals |
| Implementation |
| Block Coordinate Descent Algorithms for Large-scale Sparse Multiclass Classification |
| Mathieu Blondel, Kazuhiro Seki, and Kuniaki Uehara |
| Implementation |
| Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation |
| Song Liu, John Quinn, Michael Gutmann, and Masashi Sugiyama |
| Implementation |
| Expectation maximization for average reward decentralized POMDPs |
| Joni Pajarinen and Jaakko Peltonen |
| Implementation |
| Taxonomic Prediction with Tree-Structured Covariances |
| Matthew Blaschko, Wojciech Zaremba, and Arthur Gretton |
| Implementation |
| Semi-supervised Gaussian Process Ordinal Regression |
| Srijith P. K., Shirish Shevade, and Sundararajan S. |
| Implementation |
| Evasion attacks against machine learning at test time |
| Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, and Fabio Roli |
| Implementation |
| Boot-strapping Language Identifiers for Short Colloquial Postings |
| Moises Goldszmidt, Marc Najork, and Stelios Paparizos |
| Implementation |
| What Distinguish One from Its Peers in Social Network? |
| Yi-Chen Lo, Jhao-Yin Li, Mi-Yen Yeh, Shou-De Lin, and Jian Pei |
| Implementation |
Submissions to the Open Science Award
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