conftrace_

Core Methods

48,729 papers (8 classified directly here)

Subtopics

Representation Learning (20,822) Classification (15,805) Regression (5,004) Embedding Learning (3,753) Clustering (3,638) Metric Learning (2,854) Graph Neural Networks (1,141) Graphical Models (985) Feature Learning (860) Dimensionality Reduction (707) Kernel Methods (642) Interpretability (499) Feature Selection (479) Matrix Factorization (383) Ranking (283) Ensemble Methods (267) Anomaly Detection (267) Support Vector Machine (254) Sequence Modeling (237) Structured Prediction (205) Sequence Labeling (166) Topic Modeling (123) Sparse Coding (107) Matrix Completion (103) Retrieval (99) Neural Networks (79) Inference (21) Model Selection (19) Decision Tree (16) Prediction (15) Density Estimation (9) Estimation (8) Feature Extraction (7) Information Extraction (7)

Papers per year

4
48
348
949
4892
4576
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Tracking object positions in reinforcement learning: A metric for keypoint detection L4DC 2024
Linearised data-driven LSTM-based control of multi-input HVAC systems L4DC 2024
The behavioral toolbox L4DC 2024
Learning “look-ahead” nonlocal traffic dynamics in a ring road L4DC 2024
Strengthened stability analysis of discrete-time Lurie systems involving ReLU neural networks L4DC 2024
Soft convex quantization: revisiting Vector Quantization with convex optimization L4DC 2024
Piecewise regression via mixed-integer programming for MPC L4DC 2024
Decision boundary learning for safe vision-based navigation via Hamilton-Jacobi reachability analysis and support vector machine L4DC 2024
Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024
Expert with clustering: Hierarchical online preference learning framework L4DC 2024
Learning true objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning L4DC 2024
Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling L4DC 2024
Deep Hankel matrices with random elements L4DC 2024
Hamiltonian GAN L4DC 2024
Adaptive neural network based control approach for building energy control under changing environmental conditions L4DC 2024
Restless bandits with rewards generated by a linear Gaussian dynamical system L4DC 2024
Imbalance-aware loss functions improve medical image classification MIDL 2024
Named Entity Recognition Under Domain Shift via Metric Learning for Life Sciences NAACL 2024
Extractive Summarization with Text Generator NAACL 2024
Self-generated Replay Memories for Continual Neural Machine Translation NAACL 2024
Building Knowledge-Guided Lexica to Model Cultural Variation NAACL 2024
DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024
PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces NAACL 2024
Language Agnostic Code Embeddings NAACL 2024