Feature Subset Weighting for Distance-based Supervised Learning through Choquet Integration
Fuente:
arXiv
Saved in:
| Main Authors: | Theerens, Adnan, Saeys, Yvan, Cornelis, Chris |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Fuzzy Rough Choquet Distances for Classification
by: Theerens, Adnan, et al.
Published: (2024)
by: Theerens, Adnan, et al.
Published: (2024)
Choquet-Based Fuzzy Rough Sets
by: Theerens, Adnan, et al.
Published: (2022)
by: Theerens, Adnan, et al.
Published: (2022)
Fuzzy Rough Sets Based on Fuzzy Quantification
by: Theerens, Adnan, et al.
Published: (2022)
by: Theerens, Adnan, et al.
Published: (2022)
On the Granular Representation of Fuzzy Quantifier-Based Fuzzy Rough Sets
by: Theerens, Adnan, et al.
Published: (2023)
by: Theerens, Adnan, et al.
Published: (2023)
Unifying Attribution-Based Explanations Using Functional Decomposition
by: Gevaert, Arne, et al.
Published: (2024)
by: Gevaert, Arne, et al.
Published: (2024)
Improving Semi-Supervised Contrastive Learning via Entropy-Weighted Confidence Integration of Anchor-Positive Pairs
by: Nakayama, Shogo, et al.
Published: (2026)
by: Nakayama, Shogo, et al.
Published: (2026)
Class-based Subset Selection for Transfer Learning under Extreme Label Shift
by: Goyal, Akul, et al.
Published: (2024)
by: Goyal, Akul, et al.
Published: (2024)
An Explainable Multi-Task Similarity Measure: Integrating Accumulated Local Effects and Weighted Fréchet Distance
by: Hidalgo, Pablo, et al.
Published: (2026)
by: Hidalgo, Pablo, et al.
Published: (2026)
Feature Bank Enhancement for Distance-based Out-of-Distribution Detection
by: Liu, Yuhang, et al.
Published: (2025)
by: Liu, Yuhang, et al.
Published: (2025)
On the Properties of Feature Attribution for Supervised Contrastive Learning
by: Arrighi, Leonardo, et al.
Published: (2026)
by: Arrighi, Leonardo, et al.
Published: (2026)
AdaResNet: Enhancing Residual Networks with Dynamic Weight Adjustment for Improved Feature Integration
by: Su, Hong
Published: (2024)
by: Su, Hong
Published: (2024)
Approaching Deep Learning through the Spectral Dynamics of Weights
by: Yunis, David, et al.
Published: (2024)
by: Yunis, David, et al.
Published: (2024)
FRRI: a novel algorithm for fuzzy-rough rule induction
by: Bollaert, Henri, et al.
Published: (2024)
by: Bollaert, Henri, et al.
Published: (2024)
Selecting Subsets of Source Data for Transfer Learning with Applications in Metal Additive Manufacturing
by: Tang, Yifan, et al.
Published: (2024)
by: Tang, Yifan, et al.
Published: (2024)
Learning with Noisy Labels through Learnable Weighting and Centroid Similarity
by: Wani, Farooq Ahmad, et al.
Published: (2023)
by: Wani, Farooq Ahmad, et al.
Published: (2023)
From Distance to Direction: Structure-aware Label-specific Feature Fusion for Label Distribution Learning
by: Xu, Suping, et al.
Published: (2025)
by: Xu, Suping, et al.
Published: (2025)
DataS^3: Dataset Subset Selection for Specialization
by: Hulkund, Neha, et al.
Published: (2025)
by: Hulkund, Neha, et al.
Published: (2025)
Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets
by: Lymperopoulos, Panagiotis, et al.
Published: (2024)
by: Lymperopoulos, Panagiotis, et al.
Published: (2024)
Learning and Generating Diverse Residential Load Patterns Using GAN with Weakly-Supervised Training and Weight Selection
by: Liang, Xinyu, et al.
Published: (2025)
by: Liang, Xinyu, et al.
Published: (2025)
Latent Factorization of Tensors with Threshold Distance Weighted Loss for Traffic Data Estimation
by: Yang, Lei
Published: (2025)
by: Yang, Lei
Published: (2025)
Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making
by: Myers, Vivek, et al.
Published: (2024)
by: Myers, Vivek, et al.
Published: (2024)
Integrating Meta-Features with Knowledge Graph Embeddings for Meta-Learning
by: Klironomos, Antonis, et al.
Published: (2026)
by: Klironomos, Antonis, et al.
Published: (2026)
Interpreting Neural Networks through Mahalanobis Distance
by: Oursland, Alan
Published: (2024)
by: Oursland, Alan
Published: (2024)
Integrating Distribution Matching into Semi-Supervised Contrastive Learning for Labeled and Unlabeled Data
by: Nakayama, Shogo, et al.
Published: (2026)
by: Nakayama, Shogo, et al.
Published: (2026)
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning
by: Lanier, Michael, et al.
Published: (2024)
by: Lanier, Michael, et al.
Published: (2024)
Bandit Guided Submodular Curriculum for Adaptive Subset Selection
by: Chanda, Prateek, et al.
Published: (2025)
by: Chanda, Prateek, et al.
Published: (2025)
Relabeling Minimal Training Subset to Flip a Prediction
by: Yang, Jinghan, et al.
Published: (2023)
by: Yang, Jinghan, et al.
Published: (2023)
SIMPLE: A Gradient Estimator for $k$-Subset Sampling
by: Ahmed, Kareem, et al.
Published: (2022)
by: Ahmed, Kareem, et al.
Published: (2022)
A Distance-based Anomaly Detection Framework for Deep Reinforcement Learning
by: Zhang, Hongming, et al.
Published: (2021)
by: Zhang, Hongming, et al.
Published: (2021)
DTization: A New Method for Supervised Feature Scaling
by: Islam, Niful
Published: (2024)
by: Islam, Niful
Published: (2024)
Triggering hallucinations in model-based MRI reconstruction via adversarial perturbations
by: Buğday, Suna, et al.
Published: (2026)
by: Buğday, Suna, et al.
Published: (2026)
Class-Level Feature Selection Method Using Feature Weighted Growing Self-Organising Maps
by: Starkey, Andrew, et al.
Published: (2025)
by: Starkey, Andrew, et al.
Published: (2025)
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
by: Zhang, Wenhao, et al.
Published: (2025)
by: Zhang, Wenhao, et al.
Published: (2025)
STRIDE: Subset-Free Functional Decomposition for XAI in Tabular Settings
by: Ko, Chaeyun
Published: (2025)
by: Ko, Chaeyun
Published: (2025)
Refining Filter Global Feature Weighting for Fully-Unsupervised Clustering
by: Galis, Fabian, et al.
Published: (2025)
by: Galis, Fabian, et al.
Published: (2025)
Learning The Minimum Action Distance
by: Steccanella, Lorenzo, et al.
Published: (2025)
by: Steccanella, Lorenzo, et al.
Published: (2025)
OptiGradTrust: Byzantine-Robust Federated Learning with Multi-Feature Gradient Analysis and Reinforcement Learning-Based Trust Weighting
by: Karami, Mohammad, et al.
Published: (2025)
by: Karami, Mohammad, et al.
Published: (2025)
Step-wise Adaptive Integration of Supervised Fine-tuning and Reinforcement Learning for Task-Specific LLMs
by: Chen, Jack, et al.
Published: (2025)
by: Chen, Jack, et al.
Published: (2025)
Probabilistic ML Verification via Weighted Model Integration
by: Morettin, Paolo, et al.
Published: (2024)
by: Morettin, Paolo, et al.
Published: (2024)
You Only Train Once: Differentiable Subset Selection for Omics Data
by: Chopard, Daphné, et al.
Published: (2025)
by: Chopard, Daphné, et al.
Published: (2025)
Similar Items
-
Fuzzy Rough Choquet Distances for Classification
by: Theerens, Adnan, et al.
Published: (2024) -
Choquet-Based Fuzzy Rough Sets
by: Theerens, Adnan, et al.
Published: (2022) -
Fuzzy Rough Sets Based on Fuzzy Quantification
by: Theerens, Adnan, et al.
Published: (2022) -
On the Granular Representation of Fuzzy Quantifier-Based Fuzzy Rough Sets
by: Theerens, Adnan, et al.
Published: (2023) -
Unifying Attribution-Based Explanations Using Functional Decomposition
by: Gevaert, Arne, et al.
Published: (2024)