Federated Learning with Ad-hoc Adapter Insertions: The Case of Soft-Embeddings for Training Classifier-as-Retriever
Fuente:
arXiv
Saved in:
| Main Authors: | Fofonjka, Marijan, Zehtabi, Shahryar, Behtash, Alireza, Mauer, Tyler, Stout, David |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Universality of Layer-Level Entropy-Weighted Quantization Beyond Model Architecture and Size
by: Behtash, Alireza, et al.
Published: (2025)
by: Behtash, Alireza, et al.
Published: (2025)
Resource-Constrained Decentralized Federated Learning via Personalized Event-Triggering
by: Zehtabi, Shahryar, et al.
Published: (2022)
by: Zehtabi, Shahryar, et al.
Published: (2022)
Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning
by: Zehtabi, Shahryar, et al.
Published: (2026)
by: Zehtabi, Shahryar, et al.
Published: (2026)
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
by: Zehtabi, Shahryar, et al.
Published: (2024)
by: Zehtabi, Shahryar, et al.
Published: (2024)
Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence Analysis
by: Zehtabi, Shahryar, et al.
Published: (2025)
by: Zehtabi, Shahryar, et al.
Published: (2025)
FHGE: A Fast Heterogeneous Graph Embedding with Ad-hoc Meta-paths
by: Mao, Xuqi, et al.
Published: (2025)
by: Mao, Xuqi, et al.
Published: (2025)
Learning with Confidence: Training Better Classifiers from Soft Labels
by: de Vries, Sjoerd, et al.
Published: (2024)
by: de Vries, Sjoerd, et al.
Published: (2024)
Learning Optimal Topology for Ad-hoc Robot Networks
by: Macktoobian, Matin, et al.
Published: (2022)
by: Macktoobian, Matin, et al.
Published: (2022)
Evaluating Assurance Cases as Text-Attributed Graphs for Structure and Provenance Analysis
by: Ikhwantri, Fariz, et al.
Published: (2026)
by: Ikhwantri, Fariz, et al.
Published: (2026)
ReCollab: Retrieval-Augmented LLMs for Cooperative Ad-hoc Teammate Modeling
by: Wallace, Conor, et al.
Published: (2025)
by: Wallace, Conor, et al.
Published: (2025)
Conformally Natural Families of Probability Distributions on Hyperbolic Disc with a View on Geometric Deep Learning
by: Jacimovic, Vladimir, et al.
Published: (2024)
by: Jacimovic, Vladimir, et al.
Published: (2024)
COLA: Continual Learning via Autoencoder Retrieval of Adapters
by: Mandivarapu, Jaya Krishna
Published: (2025)
by: Mandivarapu, Jaya Krishna
Published: (2025)
Speculative Ad-hoc Querying
by: Li, Haoyu, et al.
Published: (2025)
by: Li, Haoyu, et al.
Published: (2025)
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models
by: Keyaki, Atsushi, et al.
Published: (2024)
by: Keyaki, Atsushi, et al.
Published: (2024)
Comparing Classifiers: A Case Study Using PyCM
by: Sabouri, Sadra, et al.
Published: (2026)
by: Sabouri, Sadra, et al.
Published: (2026)
An Efficient Embedding Based Ad Retrieval with GPU-Powered Feature Interaction
by: Lei, Yifan, et al.
Published: (2025)
by: Lei, Yifan, et al.
Published: (2025)
Private Federated Multiclass Post-hoc Calibration
by: Maddock, Samuel, et al.
Published: (2025)
by: Maddock, Samuel, et al.
Published: (2025)
Cross-Domain Data Selection and Augmentation for Automatic Compliance Detection
by: Ikhwantri, Fariz, et al.
Published: (2026)
by: Ikhwantri, Fariz, et al.
Published: (2026)
C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets
by: Liu, Kangdao, et al.
Published: (2024)
by: Liu, Kangdao, et al.
Published: (2024)
Federated Learning with Discriminative Naive Bayes Classifier
by: Torrijos, Pablo, et al.
Published: (2025)
by: Torrijos, Pablo, et al.
Published: (2025)
Decentralized Federated Learning of Probabilistic Generative Classifiers
by: Pérez, Aritz, et al.
Published: (2025)
by: Pérez, Aritz, et al.
Published: (2025)
Prototype-Guided and Lightweight Adapters for Inherent Interpretation and Generalisation in Federated Learning
by: Mensah, Samuel Ofosu, et al.
Published: (2025)
by: Mensah, Samuel Ofosu, et al.
Published: (2025)
Fuzzy Logic Function as a Post-hoc Explanator of the Nonlinear Classifier
by: Klimo, Martin, et al.
Published: (2024)
by: Klimo, Martin, et al.
Published: (2024)
Post-hoc Orthogonalization for Mitigation of Protected Feature Bias in CXR Embeddings
by: Weber, Tobias, et al.
Published: (2023)
by: Weber, Tobias, et al.
Published: (2023)
Error Analysis for Over-the-Air Federated Learning under Misaligned and Time-Varying Channels
by: Ma, Xiaoyan, et al.
Published: (2025)
by: Ma, Xiaoyan, et al.
Published: (2025)
HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters
by: Mo, Yujie, et al.
Published: (2024)
by: Mo, Yujie, et al.
Published: (2024)
Efficient Distillation of Classifier-Free Guidance using Adapters
by: Jensen, Cristian Perez, et al.
Published: (2025)
by: Jensen, Cristian Perez, et al.
Published: (2025)
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational Efficiency
by: Nguyen, Duy Phuong, et al.
Published: (2025)
by: Nguyen, Duy Phuong, et al.
Published: (2025)
Physics-Informed Machine Learning for Vessel Shaft Power and Fuel Consumption Prediction: Interpretable KAN-based Approach
by: Mohammed, Hamza Haruna, et al.
Published: (2026)
by: Mohammed, Hamza Haruna, et al.
Published: (2026)
Federated Adapter on Foundation Models: An Out-Of-Distribution Approach
by: Yang, Yiyuan, et al.
Published: (2025)
by: Yang, Yiyuan, et al.
Published: (2025)
Load Balancing in Federated Learning
by: Javani, Alireza, et al.
Published: (2024)
by: Javani, Alireza, et al.
Published: (2024)
Reconstructing Training Data from Adapter-based Federated Large Language Models
by: Chen, Silong, et al.
Published: (2026)
by: Chen, Silong, et al.
Published: (2026)
One-Shot Federated Learning with Classifier-Free Diffusion Models
by: Zaland, Obaidullah, et al.
Published: (2025)
by: Zaland, Obaidullah, et al.
Published: (2025)
Estimation and Optimization of Ship Fuel Consumption in Maritime: Review, Challenges and Future Directions
by: Marijan, Dusica, et al.
Published: (2026)
by: Marijan, Dusica, et al.
Published: (2026)
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
by: Vasani, Bhoomit, et al.
Published: (2025)
by: Vasani, Bhoomit, et al.
Published: (2025)
Tactile Memory with Soft Robot: Robust Object Insertion via Masked Encoding and Soft Wrist
by: Kamijo, Tatsuya, et al.
Published: (2026)
by: Kamijo, Tatsuya, et al.
Published: (2026)
Unsupervised Partner Design Enables Robust Ad-hoc Teamwork
by: Ruhdorfer, Constantin, et al.
Published: (2025)
by: Ruhdorfer, Constantin, et al.
Published: (2025)
Enhancing Precision of Automated Teller Machines Network Quality Assessment: Machine Learning and Multi Classifier Fusion Approaches
by: Safarzadeh, Alireza, et al.
Published: (2025)
by: Safarzadeh, Alireza, et al.
Published: (2025)
Variational Learning for Insertion-based Generation
by: Zhang, Yangtian, et al.
Published: (2026)
by: Zhang, Yangtian, et al.
Published: (2026)
Explaining Time Series Classifiers with PHAR: Rule Extraction and Fusion from Post-hoc Attributions
by: Mozolewski, Maciej, et al.
Published: (2025)
by: Mozolewski, Maciej, et al.
Published: (2025)
Similar Items
-
Universality of Layer-Level Entropy-Weighted Quantization Beyond Model Architecture and Size
by: Behtash, Alireza, et al.
Published: (2025) -
Resource-Constrained Decentralized Federated Learning via Personalized Event-Triggering
by: Zehtabi, Shahryar, et al.
Published: (2022) -
Sporadic Gradient Tracking over Directed Graphs: A Theoretical Perspective on Decentralized Federated Learning
by: Zehtabi, Shahryar, et al.
Published: (2026) -
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guarantees
by: Zehtabi, Shahryar, et al.
Published: (2024) -
Decentralized Domain Generalization with Style Sharing: Formal Model and Convergence Analysis
by: Zehtabi, Shahryar, et al.
Published: (2025)