NIPS is a single-track machine learning and computational neuroscience conference that includes invited talks, demonstrations and oral and poster presentations of refereed papers.

Convolutional Networks on Graphs for Learning Molecular Fingerprints

arXiv e-Print archive - 2015 via Local Bibsonomy

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arXiv e-Print archive - 2015 via Local Bibsonomy

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Deep Visual Analogy-Making

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Learning to Linearize Under Uncertainty

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Exploring Models and Data for Image Question Answering

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Winner-Take-All Autoencoders

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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End-To-End Memory Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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StopWasting My Gradients: Practical SVRG

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Spatial Transformer Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Inverse Reinforcement Learning with Locally Consistent Reward Functions

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Teaching Machines to Read and Comprehend

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Bandits with Unobserved Confounders: A Causal Approach

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Character-level Convolutional Networks for Text Classification

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Deep Knowledge Tracing

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Pointer Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Semi-supervised Sequence Learning

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Skip-Thought Vectors

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Fast Convergence of Regularized Learning in Games

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Competitive Distribution Estimation: Why is Good-Turing Good

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Semi-supervised Learning with Ladder Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Variational Dropout and the Local Reparameterization Trick

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Bayesian dark knowledge

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Bayesian Active Model Selection with an Application to Automated Audiometry

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Training Very Deep Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Particle Gibbs for Infinite Hidden Markov Models

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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A Bayesian Framework for Modeling Confidence in Perceptual Decision Making

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Path-SGD: Path-Normalized Optimization in Deep Neural Networks

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Probabilistic Line Searches for Stochastic Optimization

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Fast and Accurate Inference of Plackett-Luce Models

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Color Constancy by Learning to Predict Chromaticity from Luminance

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Unlocking neural population non-stationarities using hierarchical dynamics models

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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On the Pseudo-Dimension of Nearly Optimal Auctions

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Smooth Interactive Submodular Set Cover

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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A Convergent Gradient Descent Algorithm for Rank Minimization and Semidefinite Programming from Random Linear Measurements

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Space-Time Local Embeddings

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Parallel Correlation Clustering on Big Graphs

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Expressing an Image Stream with a Sequence of Natural Sentences

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Planar Ultrametrics for Image Segmentation

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Logarithmic Time Online Multiclass prediction

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Robust Portfolio Optimization

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Covariance-Controlled Adaptive Langevin Thermostat for Large-Scale Bayesian Sampling

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Algorithmic Stability and Uniform Generalization

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Learning with Symmetric Label Noise: The Importance of Being Unhinged

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Double or Nothing: Multiplicative Incentive Mechanisms for Crowdsourcing

Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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Neural Information Processing Systems Conference - 2015 via Local Bibsonomy

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