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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15958
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Papers (including subtopics)

Multiplicative Multitask Feature Learning JMLR 2016
The Benefit of Multitask Representation Learning JMLR 2016
Model-free Variable Selection in Reproducing Kernel Hilbert Space JMLR 2016
Structure-Leveraged Methods in Breast Cancer Risk Prediction JMLR 2016
LIBMF: A Library for Parallel Matrix Factorization in Shared-memory Systems JMLR 2016
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs JMLR 2016
Spectral Ranking using Seriation JMLR 2016
Sparsity and Error Analysis of Empirical Feature-Based Regularization Schemes JMLR 2016
Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm JMLR 2016
Rounding-based Moves for Semi-Metric Labeling JMLR 2016
Rate Optimal Denoising of Simultaneously Sparse and Low Rank Matrices JMLR 2016
Hierarchical Relative Entropy Policy Search JMLR 2016
Convex Regression with Interpretable Sharp Partitions JMLR 2016
JCLAL: A Java Framework for Active Learning JMLR 2016
Learning Taxonomy Adaptation in Large-scale Classification JMLR 2016
How to Center Deep Boltzmann Machines JMLR 2016
Structure Learning in Bayesian Networks of a Moderate Size by Efficient Sampling JMLR 2016
Spectral Methods Meet EM: A Provably Optimal Algorithm for Crowdsourcing JMLR 2016
Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models JMLR 2016
e-PAL: An Active Learning Approach to the Multi-Objective Optimization Problem JMLR 2016
Trend Filtering on Graphs JMLR 2016
Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling JMLR 2016
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation JMLR 2016
Distribution-Matching Embedding for Visual Domain Adaptation JMLR 2016
Monotonic Calibrated Interpolated Look-Up Tables JMLR 2016