Skip to content
conftrace_

Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Multiview Triplet Embedding: Learning Attributes in Multiple Maps ICML 2015 Natural Neural Networks NeurIPS 2015 Nearly Optimal Private LASSO NeurIPS 2015 Near-Online Multi-Target Tracking With Aggregated Local Flow Descriptor ICCV 2015 Near-optimal max-affine estimators for convex regression AISTATS 2015 Network Granger Causality with Inherent Grouping Structure JMLR 2015 Newton-Stein Method: A Second Order Method for GLMs via Stein's Lemma NeurIPS 2015 Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension ACML 2015 Non-convex Statistical Optimization for Sparse Tensor Graphical Model NeurIPS 2015 Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood ICML 2015 Nonparametric Bayesian Factor Analysis for Dynamic Count Matrices AISTATS 2015 Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NeurIPS 2015 Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields AISTATS 2015 Object Detection by Labeling Superpixels CVPR 2015 Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features ICCV 2015 Object Detection via a Multi-Region and Semantic Segmentation-Aware CNN Model ICCV 2015 Objects2action: Classifying and Localizing Actions Without Any Video Example ICCV 2015 On Consistent Surrogate Risk Minimization and Property Elicitation COLT 2015 On Deep Multi-View Representation Learning ICML 2015 One-bit Compressed Sensing with the k-Support Norm AISTATS 2015 On Elicitation Complexity NeurIPS 2015 One-Pass Multi-View Learning ACML 2015 One Shot Learning via Compositions of Meaningful Patches ICCV 2015 On Greedy Maximization of Entropy ICML 2015 On Linearly Constrained Minimum Variance Beamforming JMLR 2015