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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Manfred Opper, Andreas Ruttor, Guido Sanguinetti |
Approximate inference in continuous time Gaussian-Jump processes.  |
NIPS  |
2010 |
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| 1 | Danial Lashkari, Ramesh Sridharan, Polina Golland |
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations. |
NIPS |
2010 |
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| 1 | Kaushik Mitra, Sameer Sheorey, Rama Chellappa |
Large-Scale Matrix Factorization with Missing Data under Additional Constraints. |
NIPS |
2010 |
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| 1 | Francesco Orabona, Koby Crammer |
New Adaptive Algorithms for Online Classification. |
NIPS |
2010 |
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| 1 | Marc'Aurelio Ranzato, Volodymyr Mnih, Geoffrey E. Hinton |
Generating more realistic images using gated MRF's. |
NIPS |
2010 |
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| 1 | Mauricio A. Álvarez, Jan Peters, Bernhard Schölkopf, Neil D. Lawrence |
Switched Latent Force Models for Movement Segmentation. |
NIPS |
2010 |
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| 1 | Akshat Kumar, Shlomo Zilberstein |
MAP Estimation for Graphical Models by Likelihood Maximization. |
NIPS |
2010 |
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| 1 | David C. Lee, Abhinav Gupta, Martial Hebert, Takeo Kanade |
Estimating Spatial Layout of Rooms using Volumetric Reasoning about Objects and Surfaces. |
NIPS |
2010 |
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| 1 | Dan F. M. Goodman, Romain Brette |
Learning to localise sounds with spiking neural networks. |
NIPS |
2010 |
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| 1 | Martha White, Adam M. White |
Interval Estimation for Reinforcement-Learning Algorithms in Continuous-State Domains. |
NIPS |
2010 |
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| 1 | Aurel A. Lazar, Yevgeniy B. Slutskiy |
Identifying Dendritic Processing. |
NIPS |
2010 |
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| 1 | Issei Sato, Kenichi Kurihara, Hiroshi Nakagawa |
Deterministic Single-Pass Algorithm for LDA. |
NIPS |
2010 |
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| 1 | Konrad Rawlik, Marc Toussaint, Sethu Vijayakumar |
An Approximate Inference Approach to Temporal Optimization in Optimal Control. |
NIPS |
2010 |
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| 1 | Silvia Chiappa, Jan Peters |
Movement extraction by detecting dynamics switches and repetitions. |
NIPS |
2010 |
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| 1 | William Brendel, Sinisa Todorovic |
Segmentation as Maximum-Weight Independent Set. |
NIPS |
2010 |
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| 1 | Shay B. Cohen, Noah A. Smith |
Empirical Risk Minimization with Approximations of Probabilistic Grammars. |
NIPS |
2010 |
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| 1 | Luke Maurits, Daniel J. Navarro, Amy Perfors |
Why are some word orders more common than others? A uniform information density account. |
NIPS |
2010 |
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| 1 | Achintya Kundu, Vikram Tankasali, Chiranjib Bhattacharyya, Aharon Ben-Tal |
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions. |
NIPS |
2010 |
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| 1 | Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber |
Improving the Asymptotic Performance of Markov Chain Monte-Carlo by Inserting Vortices. |
NIPS |
2010 |
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| 1 | Chris Barber, Joseph Bockhorst, Paul Roebber |
Auto-Regressive HMM Inference with Incomplete Data for Short-Horizon Wind Forecasting. |
NIPS |
2010 |
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| 1 | Kanaka Rajan, L. Abbott, Haim Sompolinsky |
Inferring Stimulus Selectivity from the Spatial Structure of Neural Network Dynamics. |
NIPS |
2010 |
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| 1 | Yang Wang, Greg Mori |
A Discriminative Latent Model of Image Region and Object Tag Correspondence. |
NIPS |
2010 |
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| 1 | Matthew B. Blaschko, Andrea Vedaldi, Andrew Zisserman |
Simultaneous Object Detection and Ranking with Weak Supervision. |
NIPS |
2010 |
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| 1 | Joscha Schmiedt, Christian Albers, Klaus Pawelzik |
Spike timing-dependent plasticity as dynamic filter. |
NIPS |
2010 |
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| 1 | Surya Ganguli, Haim Sompolinsky |
Short-term memory in neuronal networks through dynamical compressed sensing. |
NIPS |
2010 |
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| 1 | Morten Mørup, Kristoffer Hougaard Madsen, Anne-Marie Dogonowski, Hartwig Siebner, Lars Kai Hansen |
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI. |
NIPS |
2010 |
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| 1 | Huan Xu, Constantine Caramanis, Sujay Sanghavi |
Robust PCA via Outlier Pursuit. |
NIPS |
2010 |
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| 1 | Congcong Li, Adarsh Kowdle, Ashutosh Saxena, Tsuhan Chen |
Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models. |
NIPS |
2010 |
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| 1 | Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Fan Deng, Tuo Zhang, Xi Jiang, Degang Zhang, Hanbo Chen, Xintao Hu, Steve Miller, Tianming Liu |
Individualized ROI Optimization via Maximization of Group-wise Consistency of Structural and Functional Profiles. |
NIPS |
2010 |
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| 1 | Prateek Jain, Raghu Meka, Inderjit S. Dhillon |
Guaranteed Rank Minimization via Singular Value Projection. |
NIPS |
2010 |
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| 1 | Ali Jalali, Pradeep D. Ravikumar, Sujay Sanghavi, Chao Ruan |
A Dirty Model for Multi-task Learning. |
NIPS |
2010 |
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| 1 | Andrey Bernstein, Shie Mannor, Nahum Shimkin |
Online Classification with Specificity Constraints. |
NIPS |
2010 |
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| 1 | Stephen H. Bach, Marcus A. Maloof |
A Bayesian Approach to Concept Drift. |
NIPS |
2010 |
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| 1 | Feiping Nie, Heng Huang, Xiao Cai, Chris H. Q. Ding |
Efficient and Robust Feature Selection via Joint ℓ2, 1-Norms Minimization. |
NIPS |
2010 |
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| 1 | Ji Liu, Peter Wonka, Jieping Ye |
Multi-Stage Dantzig Selector. |
NIPS |
2010 |
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| 1 | Jason Lee, Ben Recht, Ruslan Salakhutdinov, Nathan Srebro, Joel A. Tropp |
Practical Large-Scale Optimization for Max-norm Regularization. |
NIPS |
2010 |
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| 1 | Paolo Viappiani, Craig Boutilier |
Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets. |
NIPS |
2010 |
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| 1 | Kritika Muralidharan, Nuno Vasconcelos |
A biologically plausible network for the computation of orientation dominance. |
NIPS |
2010 |
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| 1 | Julien Mairal, Rodolphe Jenatton, Guillaume Obozinski, Francis R. Bach |
Network Flow Algorithms for Structured Sparsity. |
NIPS |
2010 |
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| 1 | Nathan Srebro, Karthik Sridharan, Ambuj Tewari |
Smoothness, Low Noise and Fast Rates. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Hairong Liu, Longin Jan Latecki, Shuicheng Yan |
Robust Clustering as Ensembles of Affinity Relations. |
NIPS |
2010 |
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| 1 | James Petterson, Tibério S. Caetano |
Reverse Multi-Label Learning. |
NIPS |
2010 |
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| 1 | Emanuel Todorov |
Policy gradients in linearly-solvable MDPs. |
NIPS |
2010 |
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| 1 | Meihong Wang, Fei Sha, Michael I. Jordan |
Unsupervised Kernel Dimension Reduction. |
NIPS |
2010 |
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| 1 | Wei Wang 0028, Zhi-Hua Zhou |
Multi-View Active Learning in the Non-Realizable Case. |
NIPS |
2010 |
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| 1 | Shuang Wu, Xuming He, Hongjing Lu, Alan L. Yuille |
A unified model of short-range and long-range motion perception. |
NIPS |
2010 |
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| 1 | Yu Zhang, Dit-Yan Yeung, Qian Xu |
Probabilistic Multi-Task Feature Selection. |
NIPS |
2010 |
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| 1 | Kamiya Motwani, Nagesh Adluru, Chris Hinrichs, Andrew L. Alexander, Vikas Singh |
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Fuxin Li, Cristian Sminchisescu |
Convex Multiple-Instance Learning by Estimating Likelihood Ratio. |
NIPS |
2010 |
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| 1 | Samuel Gershman, Robert Wilson |
The Neural Costs of Optimal Control. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Mario Fritz, Kate Saenko, Trevor Darrell |
Size Matters: Metric Visual Search Constraints from Monocular Metadata. |
NIPS |
2010 |
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| 1 | Mohammad J. Saberian, Nuno Vasconcelos |
Boosting Classifier Cascades. |
NIPS |
2010 |
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| 1 | Yang Xu, Charles Kemp |
Inference and communication in the game of Password. |
NIPS |
2010 |
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| 1 | Felix V. Agakov, Paul McKeigue, Jon Krohn, Amos J. Storkey |
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies. |
NIPS |
2010 |
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| 1 | Matthew D. Hoffman, David M. Blei, Francis R. Bach |
Online Learning for Latent Dirichlet Allocation. |
NIPS |
2010 |
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| 1 | José Bento, Morteza Ibrahimi, Andrea Montanari |
Learning Networks of Stochastic Differential Equations. |
NIPS |
2010 |
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| 1 | Sylvain Chevallier, Hélène Paugam-Moisy, Michèle Sebag |
SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system. |
NIPS |
2010 |
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| 1 | Deqing Sun, Erik B. Sudderth, Michael J. Black |
Layered image motion with explicit occlusions, temporal consistency, and depth ordering. |
NIPS |
2010 |
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| 1 | Abhay Kumar Jha, Vibhav Gogate, Alexandra Meliou, Dan Suciu |
Lifted Inference Seen from the Other Side : The Tractable Features. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Nicholas Fisher, Arunava Banerjee |
A Novel Kernel for Learning a Neuron Model from Spike Train Data. |
NIPS |
2010 |
DBLP BibTeX RDF |
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| 1 | Pierre Garrigues, Bruno A. Olshausen |
Group Sparse Coding with a Laplacian Scale Mixture Prior. |
NIPS |
2010 |
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| 1 | Gilbert Leung, Novi Quadrianto, Alexander J. Smola, Kostas Tsioutsiouliklis |
Optimal Web-Scale Tiering as a Flow Problem. |
NIPS |
2010 |
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| 1 | Yariv Maron, Michael Lamar, Elie Bienenstock |
Sphere Embedding: An Application to Part-of-Speech Induction. |
NIPS |
2010 |
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| 1 | John C. Duchi, Alekh Agarwal, Martin J. Wainwright |
Distributed Dual Averaging In Networks. |
NIPS |
2010 |
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| 1 | David Sontag, Ofer Meshi, Tommi Jaakkola, Amir Globerson |
More data means less inference: A pseudo-max approach to structured learning. |
NIPS |
2010 |
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| 1 | Lauren Hannah, Warren B. Powell, David M. Blei |
Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable. |
NIPS |
2010 |
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| 1 | Jenna Wiens, John V. Guttag |
Active Learning Applied to Patient-Adaptive Heartbeat Classification. |
NIPS |
2010 |
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| 1 | Koby Crammer, Daniel Lee |
Learning via Gaussian Herding. |
NIPS |
2010 |
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| 1 | Alexandre Bouchard-Côté, Michael I. Jordan |
Variational Inference over Combinatorial Spaces. |
NIPS |
2010 |
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| 1 | David Pfau, Nicholas Bartlett, Frank Wood |
Probabilistic Deterministic Infinite Automata. |
NIPS |
2010 |
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| 1 | Tobias Glasmachers |
Universal Consistency of Multi-Class Support Vector Classification. |
NIPS |
2010 |
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| 1 | Anand Singh, Renaud Jolivet, Pierre J. Magistretti, Bruno Weber |
Sodium entry efficiency during action potentials: A novel single-parameter family of Hodgkin-Huxley models. |
NIPS |
2010 |
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| 1 | John D. Lafferty, Christopher K. I. Williams, John Shawe-Taylor, Richard S. Zemel, Aron Culotta (eds.) |
Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada. |
NIPS |
2010 |
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| 1 | Andrew B. Goldberg, Xiaojin Zhu, Ben Recht, Junming Xu, Robert D. Nowak |
Transduction with Matrix Completion: Three Birds with One Stone. |
NIPS |
2010 |
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| 1 | Jun Zhu, Li-Jia Li, Fei-Fei Li, Eric P. Xing |
Large Margin Learning of Upstream Scene Understanding Models. |
NIPS |
2010 |
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| 1 | Andreas Christmann, Ingo Steinwart |
Universal Kernels on Non-Standard Input Spaces. |
NIPS |
2010 |
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| 1 | Bo Thiesson, Chong Wang |
Fast Large-scale Mixture Modeling with Component-specific Data Partitions. |
NIPS |
2010 |
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| 1 | Fabian L. Wauthier, Michael I. Jordan |
Heavy-Tailed Process Priors for Selective Shrinkage. |
NIPS |
2010 |
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| 1 | Mark Johnson, Katherine Demuth, Michael C. Frank, Bevan K. Jones |
Synergies in learning words and their referents. |
NIPS |
2010 |
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| 1 | Meritxell Vinyals, Jesús Cerquides, Alessandro Farinelli, Juan A. Rodríguez-Aguilar |
Worst-case bounds on the quality of max-product fixed-points. |
NIPS |
2010 |
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| 1 | Eiji Mizutani, Stuart Dreyfus |
An analysis on negative curvature induced by singularity in multi-layer neural-network learning. |
NIPS |
2010 |
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| 1 | Jonathan Sorg, Satinder P. Singh, Richard L. Lewis |
Reward Design via Online Gradient Ascent. |
NIPS |
2010 |
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| 1 | Yi-Da Wu, Shi-Jie Lin, Hsin Chen |
A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration. |
NIPS |
2010 |
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| 1 | Ulrike von Luxburg, Agnes Radl, Matthias Hein |
Getting lost in space: Large sample analysis of the resistance distance. |
NIPS |
2010 |
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| 1 | Katya Scheinberg, Shiqian Ma, Donald Goldfarb |
Sparse Inverse Covariance Selection via Alternating Linearization Methods. |
NIPS |
2010 |
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| 1 | Bryan R. Gibson, Xiaojin Zhu, Timothy T. Rogers, Chuck Kalish, Joseph Harrison |
Humans Learn Using Manifolds, Reluctantly. |
NIPS |
2010 |
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| 1 | Uwe Dick, Peter Haider, Thomas Vanck, Michael Brückner, Tobias Scheffer |
Throttling Poisson Processes. |
NIPS |
2010 |
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| 1 | Yu Zhang, Dit-Yan Yeung |
Worst-Case Linear Discriminant Analysis. |
NIPS |
2010 |
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| 1 | Wei Chen, Tie-Yan Liu, Zhiming Ma |
Two-Layer Generalization Analysis for Ranking Using Rademacher Average. |
NIPS |
2010 |
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| 1 | Serhat Selcuk Bucak, Rong Jin, Anil K. Jain |
Multi-label Multiple Kernel Learning by Stochastic Approximation: Application to Visual Object Recognition. |
NIPS |
2010 |
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| 1 | Dahua Lin, Eric Grimson, John W. Fisher III |
Construction of Dependent Dirichlet Processes based on Poisson Processes. |
NIPS |
2010 |
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| 1 | S. V. N. Vishwanathan, Zhaonan sun, Nawanol Ampornpunt, Manik Varma |
Multiple Kernel Learning and the SMO Algorithm. |
NIPS |
2010 |
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| 1 | Edwin V. Bonilla, Shengbo Guo, Scott Sanner |
Gaussian Process Preference Elicitation. |
NIPS |
2010 |
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| 1 | Atsushi Miyamae, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi |
Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks. |
NIPS |
2010 |
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| 1 | Martin Zinkevich, Markus Weimer, Alexander J. Smola, Lihong Li |
Parallelized Stochastic Gradient Descent. |
NIPS |
2010 |
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| 1 | Charles A. Micchelli, Jean Morales, Massimiliano Pontil |
A Family of Penalty Functions for Structured Sparsity. |
NIPS |
2010 |
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| 1 | Kun Gai, Guangyun Chen, Changshui Zhang |
Learning Kernels with Radiuses of Minimum Enclosing Balls. |
NIPS |
2010 |
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| 1 | Joris M. Mooij, Oliver Stegle, Dominik Janzing, Kun Zhang, Bernhard Schölkopf |
Probabilistic latent variable models for distinguishing between cause and effect. |
NIPS |
2010 |
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| 1 | Prateek Jain, Brian Kulis, Inderjit S. Dhillon |
Inductive Regularized Learning of Kernel Functions. |
NIPS |
2010 |
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| 1 | Shinichi Nakajima, Masashi Sugiyama, Ryota Tomioka |
Global Analytic Solution for Variational Bayesian Matrix Factorization. |
NIPS |
2010 |
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