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

5
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527
1644
10862
15958
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Papers (including subtopics)

A Sufficient Statistics Construction of Exponential Family Lévy Measure Densities for Nonparametric Conjugate Models AISTATS 2015
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015
Learning Deep Sigmoid Belief Networks with Data Augmentation AISTATS 2015
Efficient Estimation of Mutual Information for Strongly Dependent Variables AISTATS 2015
On Anomaly Ranking and Excess-Mass Curves AISTATS 2015
Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015
Consistent Collective Matrix Completion under Joint Low Rank Structure AISTATS 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Preserving Privacy of Continuous High-dimensional Data with Minimax Filters AISTATS 2015
A Consistent Method for Graph Based Anomaly Localization AISTATS 2015
Metric recovery from directed unweighted graphs AISTATS 2015
Scalable Variational Gaussian Process Classification AISTATS 2015
Stochastic Structured Variational Inference AISTATS 2015
Reliable and Scalable Variational Inference for the Hierarchical Dirichlet Process AISTATS 2015
Cross-domain recommendation without shared users or items by sharing latent vector distributions AISTATS 2015
Submodular Point Processes with Applications to Machine learning AISTATS 2015
Online Optimization : Competing with Dynamic Comparators AISTATS 2015
Estimating the accuracies of multiple classifiers without labeled data AISTATS 2015
Sparse Dueling Bandits AISTATS 2015
Consensus Message Passing for Layered Graphical Models AISTATS 2015
Robust Cost Sensitive Support Vector Machine AISTATS 2015
Sparse Submodular Probabilistic PCA AISTATS 2015
Latent feature regression for multivariate count data AISTATS 2015
Dimensionality estimation without distances AISTATS 2015
A Bayes consistent 1-NN classifier AISTATS 2015