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Learning Types

56,253 papers (3 classified directly here)

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

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

1
20
220
477
4,652
9,258
2000
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Papers (including subtopics)

Causal Strategic Inference in Networked Microfinance Economies NeurIPS 2014 Characterizing EVOI-Sufficient k-Response Query Sets in Decision Problems AISTATS 2014 Class Proportion Estimation with Application to Multiclass Anomaly Rejection AISTATS 2014 Clustering from Labels and Time-Varying Graphs NeurIPS 2014 Clustering Hidden Markov Models with Variational HEM JMLR 2014 Clustering in the Presence of Background Noise ICML 2014 Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014 Co-localization in Real-World Images CVPR 2014 Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications ICML 2014 Combinatorial Pure Exploration of Multi-Armed Bandits NeurIPS 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video CVPR 2014 Computational Education using Latent Structured Prediction AISTATS 2014 Computing Nash Equilibria in Generalized Interdependent Security Games NeurIPS 2014 Concept Drift Detection Through Resampling ICML 2014 Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Conditional Swap Regret and Conditional Correlated Equilibrium NeurIPS 2014 Confidence-Rated Multiple Instance Boosting for Object Detection CVPR 2014 Consistency of weighted majority votes NeurIPS 2014 Consistent Binary Classification with Generalized Performance Metrics NeurIPS 2014 Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014 Content-based recommendations with Poisson factorization NeurIPS 2014 Contextual Bandits with Similarity Information JMLR 2014 Continuous Manifold Based Adaptation for Evolving Visual Domains CVPR 2014