| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Samory Kpotufe |
k-NN Regression Adapts to Local Intrinsic Dimension.  |
NIPS  |
2011 |
DBLP BibTeX RDF |
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| 1 | Emin Orhan, Robert A. Jacobs |
Probabilistic Modeling of Dependencies Among Visual Short-Term Memory Representations. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Florian Stimberg, Manfred Opper, Guido Sanguinetti, Andreas Ruttor |
Inference in continuous-time change-point models. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Sebastian Kurtek, Anuj Srivastava, Wei Wu |
Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Joel Veness, Marc Lanctot, Michael H. Bowling |
Variance Reduction in Monte-Carlo Tree Search. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yibiao Zhao, Song Chun Zhu |
Image Parsing with Stochastic Scene Grammar. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Jiayu Zhou, Jianhui Chen, Jieping Ye |
Clustered Multi-Task Learning Via Alternating Structure Optimization. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Charles Kemp |
Inductive reasoning about chimeric creatures. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Shuai Huang, Jing Li, Jieping Ye, Teresa Wu, Kewei Chen, Adam Fleisher, Eric Reiman |
Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Xiaoyin Ge, Issam Safa, Mikhail Belkin, Yusu Wang |
Data Skeletonization via Reeb Graphs. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Rémi Munos |
Optimistic Optimization of a Deterministic Function without the Knowledge of its Smoothness. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yichuan Zhang, Charles Sutton |
Quasi-Newton Methods for Markov Chain Monte Carlo. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Vikas Sindhwani, Aurelie C. Lozano |
Non-parametric Group Orthogonal Matching Pursuit for Sparse Learning with Multiple Kernels. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Adam Coates, Andrew Y. Ng |
Selecting Receptive Fields in Deep Networks. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Weiran Wang, Miguel Á. Carreira-Perpiñán, Zhengdong Lu |
A Denoising View of Matrix Completion. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Dan Garber, Elad Hazan |
Approximating Semidefinite Programs in Sublinear Time. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | David A. Knowles, Tom Minka |
Non-conjugate Variational Message Passing for Multinomial and Binary Regression. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella |
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric, Sébastien Bubeck |
Multi-Bandit Best Arm Identification. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Lester W. Mackey, Ameet Talwalkar, Michael I. Jordan |
Divide-and-Conquer Matrix Factorization. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ali Tofigh, Erik Sjlund, Mattias Höglund, Jens Lagergren |
A Global Structural EM Algorithm for a Model of Cancer Progression. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Martin Slawski, Matthias Hein |
Sparse recovery by thresholded non-negative least squares. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Cedric Archambeau, Shengbo Guo, Onno Zoeter |
Sparse Bayesian Multi-Task Learning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Kenji Fukumizu, Le Song, Arthur Gretton |
Kernel Bayes' Rule. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Wieland Brendel, Ranulfo Romo, Christian K. Machens |
Demixed Principal Component Analysis. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Simon Wiesler, Hermann Ney |
A Convergence Analysis of Log-Linear Training. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Artin Armagan, David B. Dunson, Merlise Clyde |
Generalized Beta Mixtures of Gaussians. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Armen E. Allahverdyan, Aram Galstyan |
Comparative Analysis of Viterbi Training and Maximum Likelihood Estimation for HMMs. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yevgeny Seldin, Peter Auer, François Laviolette, John Shawe-Taylor, Ronald Ortner |
PAC-Bayesian Analysis of Contextual Bandits. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yoshinobu Kawahara, Takashi Washio |
Prismatic Algorithm for Discrete D.C. Programming Problem. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ryota Kobayashi, Yasuhiro Tsubo, Petr Lánský, Shigeru Shinomoto |
Estimating time-varying input signals and ion channel states from a single voltage trace of a neuron. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yee Whye Teh, Charles Blundell, Lloyd Elliott |
Modelling Genetic Variations using Fragmentation-Coagulation Processes. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Dominique C. Perrault-Joncas, Marina Meila |
Directed Graph Embedding: an Algorithm based on Continuous Limits of Laplacian-type Operators. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | XianYing Zhang, David B. Dunson, Lawrence Carin |
Hierarchical Topic Modeling for Analysis of Time-Evolving Personal Choices. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Chun-Nam Yu, Russ Greiner, Hsiu-Chin Lin, Vickie Baracos |
Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ali Jalali, Christopher C. Johnson, Pradeep D. Ravikumar |
On Learning Discrete Graphical Models using Greedy Methods. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | David Newman, Edwin V. Bonilla, Wray L. Buntine |
Improving Topic Coherence with Regularized Topic Models. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Alekh Agarwal, John C. Duchi |
Distributed Delayed Stochastic Optimization. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Elad Hazan, Tomer Koren, Nati Srebro |
Beating SGD: Learning SVMs in Sublinear Time. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Nitesh Shroff, Pavan K. Turaga, Rama Chellappa |
Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ke Chen, Ahmad Salman |
Extracting Speaker-Specific Information with a Regularized Siamese Deep Network. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Fahad Shahbaz Khan, Joost van de Weijer, Andrew D. Bagdanov, Maria Vanrell |
Portmanteau Vocabularies for Multi-Cue Image Representation. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Rocco A. Servedio, Philip M. Long |
Algorithms and hardness results for parallel large margin learning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Jiquan Ngiam, Pang Wei Koh, Zhenghao Chen, Sonia A. Bhaskar, Andrew Y. Ng |
Sparse Filtering. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Alessandro Bergamo, Lorenzo Torresani, Andrew W. Fitzgibbon |
PiCoDes: Learning a Compact Code for Novel-Category Recognition. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Julie Dethier, Paul Nuyujukian, Chris Eliasmith, Terrence C. Stewart, Shauki A. Elasaad, Krishna V. Shenoy, Kwabena Boahen |
A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yisong Yue, Carlos Guestrin |
Linear Submodular Bandits and their Application to Diversified Retrieval. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Pannagadatta K. Shivaswamy, Tony Jebara |
Variance Penalizing AdaBoost. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | André da Motta Salles Barreto, Doina Precup, Joelle Pineau |
Reinforcement Learning using Kernel-Based Stochastic Factorization. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Mehdi Keramati, Boris S. Gutkin |
A Reinforcement Learning Theory for Homeostatic Regulation. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Michael Shindler, Alex Wong, Adam Meyerson |
Fast and Accurate k-means For Large Datasets. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Liu Yang |
Active Learning with a Drifting Distribution. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | David Wingate, Noah D. Goodman, Andreas Stuhlmüller, Jeffrey Mark Siskind |
Nonstandard Interpretations of Probabilistic Programs for Efficient Inference. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Francis Bach, Eric Moulines |
Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Xinghua Lou, Fred A. Hamprecht |
Structured Learning for Cell Tracking. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Gautam Kunapuli, Richard Maclin, Jude W. Shavlik |
Advice Refinement in Knowledge-Based SVMs. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Edouard Grave, Guillaume Obozinski, Francis Bach |
Trace Lasso: a trace norm regularization for correlated designs. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Matthew D. Zeiler, Graham W. Taylor, Leonid Sigal, Iain Matthews, Rob Fergus |
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Victor S. Lempitsky, Andrea Vedaldi, Andrew Zisserman |
Pylon Model for Semantic Segmentation. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Jakob H. Macke, Lars Buesing, John P. Cunningham, Byron M. Yu, Krishna V. Shenoy, Maneesh Sahani |
Empirical models of spiking in neural populations. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Zhan Wei Lim, David Hsu, Lee Sun |
Monte Carlo Value Iteration with Macro-Actions. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andreas Krause, Cheng Soon Ong |
Contextual Gaussian Process Bandit Optimization. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Richard Socher, Eric H. Huang, Jeffrey Pennington, Andrew Y. Ng, Christopher D. Manning |
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Il Memming M. Park, Jonathan Pillow |
Bayesian Spike-Triggered Covariance Analysis. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Kevin G. Jamieson, Robert D. Nowak |
Active Ranking using Pairwise Comparisons. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ryan Gomes, Peter Welinder, Andreas Krause, Pietro Perona |
Crowdclustering. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Yair Wiener, Ran El-Yaniv |
Agnostic Selective Classification. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Danilo J. Rezende, Daan Wierstra, Wulfram Gerstner |
Variational Learning for Recurrent Spiking Networks. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ardavan Saeedi, Alexandre Bouchard-Côté |
Priors over Recurrent Continuous Time Processes. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Arthur Szlam, Karol Gregor, Yann LeCun |
Structured sparse coding via lateral inhibition. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Flavio Chierichetti, Jon M. Kleinberg, David Liben-Nowell |
Reconstructing Patterns of Information Diffusion from Incomplete Observations. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Siwei Lyu |
Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Michael Kapralov, Rina Panigrahy |
Prediction strategies without loss. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Marius Kloft, Gilles Blanchard |
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Angela Yao, Juergen Gall, Luc J. Van Gool, Raquel Urtasun |
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Onur Dikmen, Cédric Févotte |
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Joni Pajarinen, Jaakko Peltonen |
Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ruslan Salakhutdinov, Joshua B. Tenenbaum, Antonio Torralba |
Learning to Learn with Compound HD Models. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Rina Foygel, Ruslan Salakhutdinov, Ohad Shamir, Nati Srebro |
Learning with the weighted trace-norm under arbitrary sampling distributions. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Jasmina Bogojeska |
History distribution matching method for predicting effectiveness of HIV combination therapies. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Dylan A. Simon, Nathaniel D. Daw |
Environmental statistics and the trade-off between model-based and TD learning in humans. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Liang Xiong, Barnabás Póczos, Jeff G. Schneider |
Group Anomaly Detection using Flexible Genre Models. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Hai-Son Le, Ziv Bar-Joseph |
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Mohammad Gheshlaghi Azar, Rémi Munos, Mohammad Ghavamzadeh, Hilbert J. Kappen |
Speedy Q-Learning. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran |
Robust Lasso with missing and grossly corrupted observations. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Abhishek Kumar, Piyush Rai, Hal Daumé III |
Co-regularized Multi-view Spectral Clustering. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Matus Telgarsky |
The Fast Convergence of Boosting. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Nobuyuki Morioka, Shin'ichi Satoh |
Generalized Lasso based Approximation of Sparse Coding for Visual Recognition. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Joshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani, Tom Griffiths |
Testing a Bayesian Measure of Representativeness Using a Large Image Database. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Andrew E. Waters, Aswin C. Sankaranarayanan, Richard G. Baraniuk |
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Le Song, Ankur P. Parikh, Eric P. Xing |
Kernel Embeddings of Latent Tree Graphical Models. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Lei Yuan, Jun Liu, Jieping Ye |
Efficient Methods for Overlapping Group Lasso. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Dominique Tschopp, Suhas N. Diggavi, Payam Delgosha, Soheil Mohajer |
Randomized Algorithms for Comparison-based Search. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Tianshi Gao, Daphne Koller |
Active Classification based on Value of Classifier. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Alessandro Lazaric, Marcello Restelli |
Transfer from Multiple MDPs. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ehsan Elhamifar, René Vidal |
Sparse Manifold Clustering and Embedding. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Sivaraman Balakrishnan, Min Xu, Akshay Krishnamurthy, Aarti Singh |
Noise Thresholds for Spectral Clustering. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Ian H. Stevenson, Konrad Koerding |
Inferring spike-timing-dependent plasticity from spike train data. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Levi Boyles, Anoop Korattikara Balan, Deva Ramanan, Max Welling |
Statistical Tests for Optimization Efficiency. |
NIPS |
2011 |
DBLP BibTeX RDF |
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| 1 | Guido Montufar, Johannes Rauh, Nihat Ay |
Expressive Power and Approximation Errors of Restricted Boltzmann Machines. |
NIPS |
2011 |
DBLP BibTeX RDF |
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