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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Michael C. Hughes, Emily B. Fox, Erik B. Sudderth |
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data.  |
NIPS  |
2012 |
DBLP BibTeX RDF |
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| 1 | Hugo Larochelle, Stanislas Lauly |
A Neural Autoregressive Topic Model. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Kevin Tang, Vignesh Ramanathan, Fei-Fei Li 0002, Daphne Koller |
Shifting Weights: Adapting Object Detectors from Image to Video. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Felipe W. Trevizan, Manuela M. Veloso |
Trajectory-Based Short-Sighted Probabilistic Planning. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Marcelo Fiori, Pablo Musé, Guillermo Sapiro |
Topology Constraints in Graphical Models. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Wouter M. Koolen, Dmitry Adamskiy, Manfred K. Warmuth |
Putting Bayes to sleep. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Varun Kanade, Zhenming Liu, Bozidar Radunovic |
Distributed Non-Stochastic Experts. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Peter L. Bartlett, Fernando C. N. Pereira, Christopher J. C. Burges, Léon Bottou, Kilian Q. Weinberger (eds.) |
Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Anima Anandkumar, Dean P. Foster, Daniel Hsu, Sham Kakade, Yi-Kai Liu |
A Spectral Algorithm for Latent Dirichlet Allocation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Po-Ling Loh, Martin J. Wainwright |
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Francois Caron, Yee Whye Teh |
Bayesian nonparametric models for ranked data. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Vasiliy Karasev, Alessandro Chiuso, Stefano Soatto |
Controlled Recognition Bounds for Visual Learning and Exploration. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Takayuki Osogami |
Robustness and risk-sensitivity in Markov decision processes. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar |
Analog readout for optical reservoir computers. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Nan Du, Le Song, Alex J. Smola, Ming Yuan |
Learning Networks of Heterogeneous Influence. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Grégoire Montavon, Katja Hansen, Siamac Fazli, Matthias Rupp, Franziska Biegler, Andreas Ziehe, Alexandre Tkatchenko, Anatole von Lilienfeld, Klaus-Robert Müller |
Learning Invariant Representations of Molecules for Atomization Energy Prediction. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Alexandra Carpentier, Rémi Munos |
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Qirong Ho, Junming Yin, Eric P. Xing |
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Stephen P. Boyd, Corinna Cortes, Mehryar Mohri, Ana Radovanovic |
Accuracy at the Top. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Christoph H. Lampert |
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Ruslan Salakhutdinov, Geoffrey E. Hinton |
A Better Way to Pretrain Deep Boltzmann Machines. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Guillermo D. Cañas, Tomaso Poggio, Lorenzo Rosasco |
Learning Manifolds with K-Means and K-Flats. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | David Belanger, Alexandre Passos, Sebastian Riedel, Andrew McCallum |
MAP Inference in Chains using Column Generation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Zahra Zamani, Scott Sanner, Pascal Poupart, Kristian Kersting |
Symbolic Dynamic Programming for Continuous State and Observation POMDPs. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Peter Sollich, Simon R. F. Ashton |
Learning curves for multi-task Gaussian process regression. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji |
Learning with Target Prior. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jingrui He, Hanghang Tong, Qiaozhu Mei, Boleslaw K. Szymanski |
GenDeR: A Generic Diversified Ranking Algorithm. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Trung Thanh Nguyen 0005, Tomi Silander, Tze-Yun Leong |
Transferring Expectations in Model-based Reinforcement Learning. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Prem Gopalan, David M. Mimno, Sean Gerrish, Michael J. Freedman, David M. Blei |
Scalable Inference of Overlapping Communities. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Arnak S. Dalalyan, Yin Chen |
Fused sparsity and robust estimation for linear models with unknown variance. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Henrik Ohlsson, Allen Y. Yang, Roy Dong, S. Shankar Sastry |
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Chad Scherrer, Ambuj Tewari, Mahantesh Halappanavar, David Haglin |
Feature Clustering for Accelerating Parallel Coordinate Descent. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Rina Foygel, Michael Horrell, Mathias Drton, John D. Lafferty |
Nonparametric Reduced Rank Regression. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Edward Challis, David Barber |
Affine Independent Variational Inference. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Ronald Ortner, Daniil Ryabko |
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Sejong Yoon, Vladimir Pavlovic |
Distributed Probabilistic Learning for Camera Networks with Missing Data. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Joan Fruitet, Alexandra Carpentier, Rémi Munos, Maureen Clerc |
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Simon M. J. Lyons, Amos J. Storkey, Simo Särkkä |
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Miguel Lázaro-Gredilla |
Bayesian Warped Gaussian Processes. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | James Hensman, Magnus Rattray, Neil D. Lawrence |
Fast Variational Inference in the Conjugate Exponential Family. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Chong Wang, David M. Blei |
Truncation-free Online Variational Inference for Bayesian Nonparametric Models. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Hemant Tyagi, Volkan Cevher |
Active Learning of Multi-Index Function Models. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Yao-Nan Chen, Hsuan-Tien Lin |
Feature-aware Label Space Dimension Reduction for Multi-label Classification. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Mark Herbster, Stephen Pasteris, Fabio Vitale |
Online Sum-Product Computation Over Trees. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Bogdan Alexe, Nicolas Heess, Yee Whye Teh, Vittorio Ferrari |
Searching for objects driven by context. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Stefano Ermon, Carla P. Gomes, Ashish Sabharwal, Bart Selman |
Density Propagation and Improved Bounds on the Partition Function. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Karol Gregor, Dmitri B. Chklovskii |
A lattice filter model of the visual pathway. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jasper Snoek, Hugo Larochelle, Ryan P. Adams |
Practical Bayesian Optimization of Machine Learning Algorithms. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Xue-Xin Wei, Alan A. Stocker |
Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Aharon Birnbaum, Shai Shalev-Shwartz |
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Kevin G. Jamieson, Robert D. Nowak, Benjamin Recht |
Query Complexity of Derivative-Free Optimization. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jeffrey Dean, Greg Corrado, Rajat Monga, Kai Chen, Matthieu Devin, Quoc V. Le, Mark Z. Mao, Marc'Aurelio Ranzato, Andrew W. Senior, Paul A. Tucker, Ke Yang, Andrew Y. Ng |
Large Scale Distributed Deep Networks. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Kosuke Fukumasu, Koji Eguchi, Eric P. Xing |
Symmetric Correspondence Topic Models for Multilingual Text Analysis. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Purushottam Kar, Prateek Jain |
Supervised Learning with Similarity Functions. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | XianXing Zhang, Lawrence Carin |
Joint Modeling of a Matrix with Associated Text via Latent Binary Features. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Nan Li, Longin Jan Latecki |
Clustering Aggregation as Maximum-Weight Independent Set. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Juan Huo |
A dynamic excitatory-inhibitory network in a VLSI chip for spiking information reregistration. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Yunlong He, Yanjun Qi, Koray Kavukcuoglu, Haesun Park |
Learning the Dependency Structure of Latent Factors. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jonathan Huang, Daniel C. Alexander |
Probabilistic Event Cascades for Alzheimer's disease. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Aditya Khosla, Jianxiong Xiao, Antonio Torralba, Aude Oliva |
Memorability of Image Regions. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | S. M. Ali Eslami, Chris Williams |
A Generative Model for Parts-based Object Segmentation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Andreas Argyriou, Rina Foygel, Nathan Srebro |
Sparse Prediction with the $k$-Support Norm. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Tomasz Trzcinski, C. Mario Christoudias, Vincent Lepetit, Pascal Fua |
Learning Image Descriptors with the Boosting-Trick. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Daniel Hsu, Sham M. Kakade, Percy Liang |
Identifiability and Unmixing of Latent Parse Trees. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Odalric-Ambrym Maillard |
Hierarchical Optimistic Region Selection driven by Curiosity. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Nicolás Della Penna, Mark D. Reid, Rafael M. Frongillo |
Interpreting prediction markets: a stochastic approach. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | C. Minos Niu, Sirish Nandyala, Won Joon Sohn, Terence D. Sanger |
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Hankz Hankui Zhuo, Qiang Yang, Subbarao Kambhampati |
Action-Model Based Multi-agent Plan Recognition. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Xianghang Liu, James Petterson, Tibério S. Caetano |
Learning as MAP Inference in Discrete Graphical Models. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Shaul Druckmann, Tao Hu, Dmitri B. Chklovskii |
A mechanistic model of early sensory processing based on subtracting sparse representations. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Sanja Fidler, Sven J. Dickinson, Raquel Urtasun |
3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jaldert O. Rombouts, Sander M. Bohte, Pieter R. Roelfsema |
Neurally Plausible Reinforcement Learning of Working Memory Tasks. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Deepak Venugopal, Vibhav Gogate |
On Lifting the Gibbs Sampling Algorithm. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Amr Ahmed, Sujith Ravi, Shravan M. Narayanamurthy, Alexander J. Smola |
FastEx: Hash Clustering with Exponential Families. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Dor Kedem, Stephen Tyree, Kilian Q. Weinberger, Fei Sha, Gert R. G. Lanckriet |
Non-linear Metric Learning. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Yudong Chen, Sujay Sanghavi, Huan Xu |
Clustering Sparse Graphs. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Karthik Mohan, Michael Jae-Yoon Chung, Seungyeop Han, Daniela M. Witten, Su-In Lee, Maryam Fazel |
Structured Learning of Gaussian Graphical Models. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Hiroki Terashima, Masato Okada |
The topographic unsupervised learning of natural sounds in the auditory cortex. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Jeremy C. Weiss, Sriraam Natarajan, David Page |
Multiplicative Forests for Continuous-Time Processes. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Ryan Kiros, Csaba Szepesvári |
Deep Representations and Codes for Image Auto-Annotation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Wei Bi, James T. Kwok |
Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification. |
NIPS |
2012 |
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| 1 | Lars Buesing, Jakob H. Macke, Maneesh Sahani |
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data. |
NIPS |
2012 |
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| 1 | Sourish Chaudhuri, Bhiksha Raj |
Unsupervised Structure Discovery for Semantic Analysis of Audio. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Xavier Bresson, Thomas Laurent 0001, David Uminsky, James H. von Brecht |
Convergence and Energy Landscape for Cheeger Cut Clustering. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Weilong Yang, Yang Wang 0003, Arash Vahdat, Greg Mori |
Kernel Latent SVM for Visual Recognition. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Liva Ralaivola |
Confusion-Based Online Learning and a Passive-Aggressive Scheme. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Yair Wiener, Ran El-Yaniv |
Pointwise Tracking the Optimal Regression Function. |
NIPS |
2012 |
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| 1 | Dan C. Ciresan, Alessandro Giusti, Luca Maria Gambardella, Jürgen Schmidhuber |
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Tianbao Yang, Yu-Feng Li, Mehrdad Mahdavi, Rong Jin, Zhi-Hua Zhou |
"Nystr{""o}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison". |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Youssef Mroueh, Tomaso Poggio, Lorenzo Rosasco, Jean-Jacques E. Slotine |
Multiclass Learning with Simplex Coding. |
NIPS |
2012 |
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| 1 | Tatsuya Harada, Yasuo Kuniyoshi |
Graphical Gaussian Vector for Image Categorization. |
NIPS |
2012 |
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| 1 | Konstantinos I. Tsianos, Sean Lawlor, Michael G. Rabbat |
Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Dmitri B. Chklovskii, Daniel Soudry |
"Neuronal spike generation mechanism as an oversampling, noise-shaping A-to-D converter". |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Ehsan Elhamifar, Guillermo Sapiro, René Vidal |
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Benjamin T. Rolfs, Bala Rajaratnam, Dominique Guillot, Ian Wong, Arian Maleki |
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Yanyan Lan, Jiafeng Guo, Xueqi Cheng, Tie-Yan Liu |
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Shay B. Cohen, Michael Collins |
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki, Marthinus Christoffel du Plessis, Song Liu, Ichiro Takeuchi |
Density-Difference Estimation. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Oriol Vinyals, Yangqing Jia, Li Deng, Trevor Darrell |
Learning with Recursive Perceptual Representations. |
NIPS |
2012 |
DBLP BibTeX RDF |
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| 1 | Joseph Wang, Venkatesh Saligrama |
Local Supervised Learning through Space Partitioning. |
NIPS |
2012 |
DBLP BibTeX RDF |
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