conftrace_

Machine Learning

121,146 papers (10 classified directly here)

Subtopics

Learning Types (52,936) Core Methods (48,729) Optimization & Theory (36,874) Application Areas (31,658) Bayesian & Probabilistic (3,963) Learning Paradigms (2,054)

Papers per year

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527
1644
10862
15958
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Papers (including subtopics)

Fixed-Length Poisson MRF: Adding Dependencies to the Multinomial NIPS 2015
Stochastic Expectation Propagation NIPS 2015
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NIPS 2015
Fast Randomized Kernel Ridge Regression with Statistical Guarantees NIPS 2015
Skip-Thought Vectors NIPS 2015
Collaborative Filtering with Graph Information: Consistency and Scalable Methods NIPS 2015
Gaussian Process Random Fields NIPS 2015
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation NIPS 2015
Discrete Rényi Classifiers NIPS 2015
Preconditioned Spectral Descent for Deep Learning NIPS 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Accelerated Proximal Gradient Methods for Nonconvex Programming NIPS 2015
Monotone k-Submodular Function Maximization with Size Constraints NIPS 2015
Spherical Random Features for Polynomial Kernels NIPS 2015
A Dual Augmented Block Minimization Framework for Learning with Limited Memory NIPS 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints NIPS 2015
Decomposition Bounds for Marginal MAP NIPS 2015
The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions NIPS 2015
On the Pseudo-Dimension of Nearly Optimal Auctions NIPS 2015
Fast Second Order Stochastic Backpropagation for Variational Inference NIPS 2015
Cross-Domain Matching for Bag-of-Words Data via Kernel Embeddings of Latent Distributions NIPS 2015
Learning Large-Scale Poisson DAG Models based on OverDispersion Scoring NIPS 2015
Local Causal Discovery of Direct Causes and Effects NIPS 2015
Recognizing retinal ganglion cells in the dark NIPS 2015
Geometry-Aware Principal Component Analysis for Symmetric Positive Definite Matrices ACML 2015