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)

The Randomized Causation Coefficient JMLR 2015
Optimality of Poisson Processes Intensity Learning with Gaussian Processes JMLR 2015
Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015
Comparing Hard and Overlapping Clusterings JMLR 2015
Completing Any Low-rank Matrix, Provably JMLR 2015
Eigenwords: Spectral Word Embeddings JMLR 2015
Discrete Reproducing Kernel Hilbert Spaces: Sampling and Distribution of Dirac-masses JMLR 2015
A Direct Estimation of High Dimensional Stationary Vector Autoregressions JMLR 2015
Global Convergence of Online Limited Memory BFGS JMLR 2015
On Semi-Supervised Linear Regression in Covariate Shift Problems JMLR 2015
Ultra-Scalable and Efficient Methods for Hybrid Observational and Experimental Local Causal Pathway Discovery JMLR 2015
Plug-and-Play Dual-Tree Algorithm Runtime Analysis JMLR 2015
Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates JMLR 2015
Learning Theory of Randomized Kaczmarz Algorithm JMLR 2015
Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015
On the Inductive Bias of Dropout JMLR 2015
Agnostic Learning of Disjunctions on Symmetric Distributions JMLR 2015
SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations JMLR 2015
The Sample Complexity of Learning Linear Predictors with the Squared Loss JMLR 2015
Minimax Analysis of Active Learning JMLR 2015
Convergence Rates for Persistence Diagram Estimation in Topological Data Analysis JMLR 2015
Supervised Learning via Euler's Elastica Models JMLR 2015
Learning to Identify Concise Regular Expressions that Describe Email Campaigns JMLR 2015
Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards JMLR 2015
Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015