Journal of Machine Learning Research, Vol. 17 Tahun 2016
1.) On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models. --Emilie Kaufmann, Olivier Cappé, Aurélien Garivier.
2.) Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness. --Mauro Maggioni, Stanislav Minsker, Nate Strawn.
3.) Consistent Algorithms for Clustering Time Series. --Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux.
4.) Random Rotation Ensembles. --Rico Blaser, Piotr Fryzlewicz.
5.) Should We Really Use Post-Hoc Tests Based on Mean-Ranks? --Alessio Benavoli, Giorgio Corani, Francesca Mangili.
6.) Minimax Rates in Permutation Estimation for Feature Matching. --Olivier Collier, Arnak S. Dalalyan.
7.) Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics. --Yee Whye Teh, Alexandre H. Thiery, Sebastian J. Vollmer.
8.) Knowledge Matters: Importance of Prior Information for Optimization. --Çağlar Gülçehre, Yoshua Bengio.
9.) Harry: A Tool for Measuring String Similarity. --Konrad Rieck, Christian Wressnegger.
10.) Herded Gibbs Sampling. --Yutian Chen, Luke Bornn, Nando de Freitas, Mareija Eskelin, Jing Fang, Max Welling.
11.) Complexity of Representation and Inference in Compositional Models with Part Sharing. --Alan Yuille, Roozbeh Mottaghi.
12.) Noisy Sparse Subspace Clustering. --Yu-Xiang Wang, Huan Xu.
13.) Learning the Variance of the Reward-To-Go. --Aviv Tamar, Dotan Di Castro, Shie Mannor.
14.) Convex Calibration Dimension for Multiclass Loss Matrices. --Harish G. Ramaswamy, Shivani Agarwal.
15.) LLORMA: Local Low-Rank Matrix Approximation. --Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer, Samy Bengio.
16.) A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces. --Xiang Zhang, Yichao Wu, Lan Wang, Runze Li.
17.) Extremal Mechanisms for Local Differential Privacy. --Peter Kairouz, Sewoong Oh, Pramod Viswanath.
18.) Loss Minimization and Parameter Estimation with Heavy Tails. --Daniel Hsu, Sivan Sabato.
19.) Analysis of Classification-based Policy Iteration Algorithms. --Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos.
20.) Operator-valued Kernels for Learning from Functional Response Data. --Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren.
21.) MEKA: A Multi-label/Multi-target Extension to WEKA. --Jesse Read, Peter Reutemann, Bernhard Pfahringer, Geoff Holmes.
2.) Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness. --Mauro Maggioni, Stanislav Minsker, Nate Strawn.
3.) Consistent Algorithms for Clustering Time Series. --Azadeh Khaleghi, Daniil Ryabko, Jérémie Mary, Philippe Preux.
4.) Random Rotation Ensembles. --Rico Blaser, Piotr Fryzlewicz.
5.) Should We Really Use Post-Hoc Tests Based on Mean-Ranks? --Alessio Benavoli, Giorgio Corani, Francesca Mangili.
6.) Minimax Rates in Permutation Estimation for Feature Matching. --Olivier Collier, Arnak S. Dalalyan.
7.) Consistency and Fluctuations For Stochastic Gradient Langevin Dynamics. --Yee Whye Teh, Alexandre H. Thiery, Sebastian J. Vollmer.
8.) Knowledge Matters: Importance of Prior Information for Optimization. --Çağlar Gülçehre, Yoshua Bengio.
9.) Harry: A Tool for Measuring String Similarity. --Konrad Rieck, Christian Wressnegger.
10.) Herded Gibbs Sampling. --Yutian Chen, Luke Bornn, Nando de Freitas, Mareija Eskelin, Jing Fang, Max Welling.
11.) Complexity of Representation and Inference in Compositional Models with Part Sharing. --Alan Yuille, Roozbeh Mottaghi.
12.) Noisy Sparse Subspace Clustering. --Yu-Xiang Wang, Huan Xu.
13.) Learning the Variance of the Reward-To-Go. --Aviv Tamar, Dotan Di Castro, Shie Mannor.
14.) Convex Calibration Dimension for Multiclass Loss Matrices. --Harish G. Ramaswamy, Shivani Agarwal.
15.) LLORMA: Local Low-Rank Matrix Approximation. --Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer, Samy Bengio.
16.) A Consistent Information Criterion for Support Vector Machines in Diverging Model Spaces. --Xiang Zhang, Yichao Wu, Lan Wang, Runze Li.
17.) Extremal Mechanisms for Local Differential Privacy. --Peter Kairouz, Sewoong Oh, Pramod Viswanath.
18.) Loss Minimization and Parameter Estimation with Heavy Tails. --Daniel Hsu, Sivan Sabato.
19.) Analysis of Classification-based Policy Iteration Algorithms. --Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos.
20.) Operator-valued Kernels for Learning from Functional Response Data. --Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, Julien Audiffren.
21.) MEKA: A Multi-label/Multi-target Extension to WEKA. --Jesse Read, Peter Reutemann, Bernhard Pfahringer, Geoff Holmes.
Guhaniyogi, Rajarshi - Personal Name
Zhang, Chong - Personal Name
Levine, Sergey - Personal Name
Hanneke, Steve - Personal Name
Zhang, Shiliang - Personal Name
Pfeuffer, Julianus - Personal Name
Mooij, Joris M. - Personal Name
Denis, Francois - Personal Name
Goudie, Robert J. B. - Personal Name
Heller, Ruth - Personal Name
Hernández-Lobato, Daniel - Personal Name
Luttinen, Jaakko - Personal Name
Abdallah, Sherief - Personal Name
Muandet, Krikamol - Personal Name
Ghavamzadeh, Mohammad - Personal Name
Andresen, Andreas - Personal Name
Silva, Ricardo - Personal Name
Ivanoff, Stéphane - Personal Name
Oates, Chris. J. - Personal Name
Pilanci, Mert - Personal Name
Gonen, Alon - Personal Name
Wang, Ziteng - Personal Name
Chen, Wei - Personal Name
Wang, Shusen - Personal Name
Chen, Yudong - Personal Name
Mentch, Lucas - Personal Name
Wang, Yu-Xiang - Personal Name
Yuille, Alan - Personal Name
Chen, Yutian - Personal Name
Rieck, Konrad - Personal Name
Teh, Yee Whye - Personal Name
Collier, Olivier - Personal Name
Benavoli, Alessio - Personal Name
Blaser, Rico - Personal Name
Khaleghi, Azadeh - Personal Name
Maggioni, Mauro - Personal Name
Tamar, Aviv - Personal Name
Ramaswamy, Harish G. - Personal Name
Lee, Joonseok - Personal Name
Minh, Hà Quang - Personal Name
Valenzuela, Michael L. - Personal Name
Adamskiy, Dmitry - Personal Name
Kpotufe, Samory - Personal Name
Read, Jesse - Personal Name
Kadri, Hachem - Personal Name
Lazaric, Alessandro - Personal Name
Hsu, Daniel - Personal Name
Kairouz, Peter - Personal Name
Zhang, Xiang - Personal Name
Kaufmann, Emilie - Personal Name
Zhang, Chong - Personal Name
Levine, Sergey - Personal Name
Hanneke, Steve - Personal Name
Zhang, Shiliang - Personal Name
Pfeuffer, Julianus - Personal Name
Mooij, Joris M. - Personal Name
Denis, Francois - Personal Name
Goudie, Robert J. B. - Personal Name
Heller, Ruth - Personal Name
Hernández-Lobato, Daniel - Personal Name
Luttinen, Jaakko - Personal Name
Abdallah, Sherief - Personal Name
Muandet, Krikamol - Personal Name
Ghavamzadeh, Mohammad - Personal Name
Andresen, Andreas - Personal Name
Silva, Ricardo - Personal Name
Ivanoff, Stéphane - Personal Name
Oates, Chris. J. - Personal Name
Pilanci, Mert - Personal Name
Gonen, Alon - Personal Name
Wang, Ziteng - Personal Name
Chen, Wei - Personal Name
Wang, Shusen - Personal Name
Chen, Yudong - Personal Name
Mentch, Lucas - Personal Name
Wang, Yu-Xiang - Personal Name
Yuille, Alan - Personal Name
Chen, Yutian - Personal Name
Rieck, Konrad - Personal Name
Teh, Yee Whye - Personal Name
Collier, Olivier - Personal Name
Benavoli, Alessio - Personal Name
Blaser, Rico - Personal Name
Khaleghi, Azadeh - Personal Name
Maggioni, Mauro - Personal Name
Tamar, Aviv - Personal Name
Ramaswamy, Harish G. - Personal Name
Lee, Joonseok - Personal Name
Minh, Hà Quang - Personal Name
Valenzuela, Michael L. - Personal Name
Adamskiy, Dmitry - Personal Name
Kpotufe, Samory - Personal Name
Read, Jesse - Personal Name
Kadri, Hachem - Personal Name
Lazaric, Alessandro - Personal Name
Hsu, Daniel - Personal Name
Kairouz, Peter - Personal Name
Zhang, Xiang - Personal Name
Kaufmann, Emilie - Personal Name
Vol. 17 Tahun 2016
1533-7928
e-Journal TI
Inggris
JMLR Inc. - Microtome Publishing
2016
USA
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