conftrace_
← Topics

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
73
527
1644
10862
15958
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Multiple-source cross-validation ICML 2013
Learning Triggering Kernels for Multi-dimensional Hawkes Processes ICML 2013
On the difficulty of training recurrent neural networks ICML 2013
Maxout Networks ICML 2013
Predictable Dual-View Hashing ICML 2013
Deep learning with COTS HPC systems ICML 2013
Nonparametric Mixture of Gaussian Processes with Constraints ICML 2013
Scale Invariant Conditional Dependence Measures ICML 2013
Learning Policies for Contextual Submodular Prediction ICML 2013
Manifold Preserving Hierarchical Topic Models for Quantization and Approximation ICML 2013
Safe Screening of Non-Support Vectors in Pathwise SVM Computation ICML 2013
Cost-sensitive Multiclass Classification Risk Bounds ICML 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models ICML 2013
Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013
Multilinear Multitask Learning ICML 2013
Online Learning under Delayed Feedback ICML 2013
Adaptive Hamiltonian and Riemann Manifold Monte Carlo ICML 2013
On A Nonlinear Generalization of Sparse Coding and Dictionary Learning ICML 2013
Self-Organized Neural Learning of Statistical Inference from High-Dimensional Data IJCAI 2013
Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization JMLR 2013
Ranking Forests JMLR 2013
Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood JMLR 2013
Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models JMLR 2013
Universal Consistency of Localized Versions of Regularized Kernel Methods JMLR 2013