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Operations for Learning with Graphical Models

Buntine, W. L.

Journal Of Artificial Intelligence Research, Volume 2, pages 159-225, 1994

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2
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On the difficulty of training Recurrent Neural Networks

Pascanu, Razvan ; Mikolov, Tomas ; Bengio, Yoshua

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3
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Simple Deep Random Model Ensemble

Zhang, Xiao-Lei ; Wu, Ji

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4
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On a Family of Decomposable Kernels on Sequences

Baisero, Andrea ; Pokorny, Florian T. ; Ek, Carl Henrik

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Combination of Diverse Ranking Models for Personalized Expedia Hotel Searches

Liu, Xudong ; Xu, Bing ; Zhang, Yuyu ; Yan, Qiang ; Pang, Liang ; Li, Qiang ; Sun, Hanxiao ; Wang, Bin

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Online Learning of k-CNF Boolean Functions

Veness, Joel ; Hutter, Marcus

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7
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Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem

Abraham, Ittai ; Alonso, Omar ; Kandylas, Vasilis ; Slivkins, Aleksandrs

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8
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Optimum Reject Options for Prototype-based Classification

Fischer, Lydia ; Hammer, Barbara ; Wersing, Heiko

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9
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Classification with Extreme Learning Machine and Ensemble Algorithms Over Randomly Partitioned Data

Çatak, Ferhat Özgür

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10
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Learning Reductions that Really Work

Beygelzimer, Alina ; Daumé Iii, Hal ; Langford, John ; Mineiro, Paul

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11
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Multi-relational Learning Using Weighted Tensor Decomposition with Modular Loss

London, Ben ; Rekatsinas, Theodoros ; Huang, Bert ; Getoor, Lise

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12
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Predictive Overlapping Co-Clustering

Sarkar, Chandrima ; Srivastava, Jaideep

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13
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On-line PCA with Optimal Regrets

Nie, Jiazhong ; Kotlowski, Wojciech ; Warmuth, Manfred K.

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14
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A Fast Synchronization Clustering Algorithm

Chen, Xinquan

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15
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Dropout Training for SVMs with Data Augmentation

Chen, Ning ; Zhu, Jun ; Chen, Jianfei ; Chen, Ting

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16
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Bayesian Estimation for Continuous-Time Sparse Stochastic Processes

Amini, Arash ; Kamilov, Ulugbek S. ; Bostan, Emrah ; Unser, Michael

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Thompson Sampling for Budgeted Multi-armed Bandits

Xia, Yingce ; Li, Haifang ; Qin, Tao ; Yu, Nenghai ; Liu, Tie-Yan

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Path Integral Policy Improvement with Covariance Matrix Adaptation

Stulp, Freek ; Sigaud, Olivier

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19
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Supervised cross-modal factor analysis for multiple modal data classification

Wang, Jingbin ; Zhou, Yihua ; Duan, Kanghong ; Wang, Jim Jing-Yan ; Bensmail, Halima

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Application of distances between terms for flat and hierarchical data

Bedoya-Puerta, Jorge-Alonso ; Hernandez-Orallo, Jose

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