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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
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Papers (including subtopics)

An ensemble diversity approach to supervised binary hashing NeurIPS 2016 An Error Bound for L1-norm Support Vector Machine Coefficients in Ultra-high Dimension JMLR 2016 A Neural Autoregressive Approach to Collaborative Filtering ICML 2016 A Neural Network Approach for Knowledge-Driven Response Generation COLING 2016 A New Algorithm and Theory for Penalized Regression-based Clustering JMLR 2016 A New Pre-Training Method for Training Deep Learning Models with Application to Spoken Language Understanding Interspeech 2016 An Exact Approach to Learning Probabilistic Relational Model PGM 2016 An Expectation Maximization Approach to Joint Modeling of Multidimensional Ratings Derived from Multiple Annotators Interspeech 2016 An Improved Gap-Dependency Analysis of the Noisy Power Method COLT 2016 An Investigation of Deep Neural Network Architectures for Language Recognition in Indian Languages Interspeech 2016 An Investigation of Emotional Speech in Depression Classification Interspeech 2016 An Investigation of Recurrent Neural Network Architectures Using Word Embeddings for Phrase Break Prediction Interspeech 2016 An Investigation of Spoofing Speech Detection Under Additive Noise and Reverberant Conditions Interspeech 2016 An Investigation on the Use of i-Vectors for Robust ASR Interspeech 2016 An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement Interspeech 2016 A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NeurIPS 2016 A Nonlinear Regression Technique for Manifold Valued Data With Applications to Medical Image Analysis CVPR 2016 An Online Sequence-to-Sequence Model Using Partial Conditioning NeurIPS 2016 A Note on the Sample Complexity of the Er-SpUD Algorithm by Spielman, Wang and Wright for Exact Recovery of Sparsely Used Dictionaries JMLR 2016 A Novel Discriminative Score Calibration Method for Keyword Search Interspeech 2016 A Novel Fast Framework for Topic Labeling Based on Similarity-preserved Hashing COLING 2016 An urn model for majority voting in classification ensembles NeurIPS 2016 A posteriori error bounds for joint matrix decomposition problems NeurIPS 2016 Approximate Log-Hilbert-Schmidt Distances Between Covariance Operators for Image Classification CVPR 2016 A Practical Scheme and Fast Algorithm to Tune the Lasso With Optimality Guarantees JMLR 2016