conftrace_
← Machine Learning
Machine Learning ›

Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

1
4
33
143
2441
5783
'00
'05
'10
'15
'20
'25

Papers (including subtopics)

Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026
EFX Allocation in (Multi)Hypergraphs AAAI 2026
Fairness in Repeated Matching: A Maximin Perspective AAAI 2026
Position Fair Mechanisms Allocating Indivisible Goods AAAI 2026
Group Fair Matchings Using Convex Cost Functions AAAI 2026
Fairness in the Multi-Secretary Problem AAAI 2026
Truth, Justice, and Secrecy: Cake Cutting Under Privacy Constraints AAAI 2026
Online Fair Allocations with Binary Valuations and Beyond AAAI 2026
Inequality in the Age of Pseudonymity AAAI 2026
Align When They Want, Complement When They Need! Human-Centered Ensembles for Adaptive Human-AI Collaboration AAAI 2026
Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework AAAI 2026
D-GARA: A Dynamic Benchmarking Framework for GUI Agent Robustness in Real-World Anomalies AAAI 2026
EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning AAAI 2026
Alfa: Attentive Low-Rank Filter Adaptation for Structure-Aware Cross-Domain Personalized Gaze Estimation AAAI 2026
MindCross: Fast New Subject Adaptation with Limited Data for Cross-subject Video Reconstruction from Brain Signals AAAI 2026
Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies AAAI 2026
EEG-DLite: Dataset Distillation for Efficient Large EEG Model Training AAAI 2026
New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026
A Brain-Inspired Saliency Prediction Framework for Human-AI Cognitive Consistency in AIGC Content via Multi-Region Liquid Neurons AAAI 2026
Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026
Multigranular Evaluation for Brain Visual Decoding AAAI 2026
On Coresets for End-to-end Learning from Crowds AAAI 2026
Reconstruction Attack-Resistant Inference Paradigm for LLM Cloud Services AAAI 2026
SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026
Coverage-Constrained Human-AI Cooperation with Multiple Experts AAAI 2026