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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)

Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data ICML 2024 Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation ICLR 2024 BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Brain Decodes Deep Nets CVPR 2024 Brain decoding: toward real-time reconstruction of visual perception ICLR 2024 BrainLlama at SemEval-2024 Task 6: Prompting Llama to detect hallucinations and related observable overgeneration mistakes SemEval 2024 BrainStorm @ iREL at #SMM4H 2024: Leveraging Translation and Topical Embeddings for Annotation Detection in Tweets ACL 2024 Brandeis at VarDial 2024 DSL-ML Shared Task: Multilingual Models, Simple Baselines and Data Augmentation NAACL 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Breaking isometric ties and introducing priors in Gromov-Wasserstein distances AISTATS 2024 Breaking Long-Tailed Learning Bottlenecks: A Controllable Paradigm with Hypernetwork-Generated Diverse Experts NeurIPS 2024 Breaking the Ceiling of the LLM Community by Treating Token Generation as a Classification for Ensembling EMNLP 2024 Breaking the curse of dimensionality in structured density estimation NeurIPS 2024 Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models EMNLP 2024 Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval EMNLP 2024 Breakthrough from Nuance and Inconsistency: Enhancing Multimodal Sarcasm Detection with Context-Aware Self-Attention Fusion and Word Weight Calculation. COLING 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 Bridging Child-Centered Speech Language Identification and Language Diarization via Phonetics Interspeech 2024 Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views NeurIPS 2024 Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024 Bridging Local Details and Global Context in Text-Attributed Graphs EMNLP 2024 Bridging Neural and Symbolic Representations with Transitional Dictionary Learning ICLR 2024 Bridging State and History Representations: Understanding Self-Predictive RL ICLR 2024 Bridging the Code Gap: A Joint Learning Framework across Medical Coding Systems COLING 2024