Regularized Meta-Learning for Improved Generalization
Fuente:
arXiv
Saved in:
| Main Authors: | Mohammad, Noor Islam S., Meherab, Md Muntaqim |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reveal-to-Revise: Explainable Bias-Aware Generative Modeling with Multimodal Attention
by: Mohammad, Noor Islam S., et al.
Published: (2025)
by: Mohammad, Noor Islam S., et al.
Published: (2025)
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning
by: Meherab, Md Muntaqim, et al.
Published: (2026)
by: Meherab, Md Muntaqim, et al.
Published: (2026)
DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation
by: Mohammad, Noor Islam S., et al.
Published: (2025)
by: Mohammad, Noor Islam S., et al.
Published: (2025)
CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification
by: Mohammad, Noor Islam S.
Published: (2025)
by: Mohammad, Noor Islam S.
Published: (2025)
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles
by: Hasan, Md. Tarek, et al.
Published: (2024)
by: Hasan, Md. Tarek, et al.
Published: (2024)
SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models
by: Mohammad, Noor Islam S., et al.
Published: (2026)
by: Mohammad, Noor Islam S., et al.
Published: (2026)
A Two-Stage Feature Selection Approach for Robust Evaluation of Treatment Effects in High-Dimensional Observational Data
by: Islam, Md Saiful, et al.
Published: (2021)
by: Islam, Md Saiful, et al.
Published: (2021)
Adaptive Tabu Dropout for Regularization of Deep Neural Network
by: Hasan, Md. Tarek, et al.
Published: (2024)
by: Hasan, Md. Tarek, et al.
Published: (2024)
An Improved Ensemble-Based Machine Learning Model with Feature Optimization for Early Diabetes Prediction
by: Islam, Md. Najmul, et al.
Published: (2025)
by: Islam, Md. Najmul, et al.
Published: (2025)
Meta-Task: A Method-Agnostic Framework for Learning to Regularize in Few-Shot Learning
by: Rostami, Mohammad, et al.
Published: (2024)
by: Rostami, Mohammad, et al.
Published: (2024)
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement Learning
by: Ndir, Tidiane Camaret, et al.
Published: (2024)
by: Ndir, Tidiane Camaret, et al.
Published: (2024)
Location Agnostic Source-Free Domain Adaptive Learning to Predict Solar Power Generation
by: Islam, Md Shazid, et al.
Published: (2024)
by: Islam, Md Shazid, et al.
Published: (2024)
Explainable Machine Learning Reveals 12-Fold Ucp1 Upregulation and Thermogenic Reprogramming in Female Mouse White Adipose Tissue After 37 Days of Microgravity: First AI/ML Analysis of NASA OSD-970
by: Islam, Md. Rashadul
Published: (2026)
by: Islam, Md. Rashadul
Published: (2026)
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
by: Anjum, Usman, et al.
Published: (2025)
by: Anjum, Usman, et al.
Published: (2025)
Meta-Learning Transformers to Improve In-Context Generalization
by: Braccaioli, Lorenzo, et al.
Published: (2025)
by: Braccaioli, Lorenzo, et al.
Published: (2025)
Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning
by: Nakhaei, Mohammadreza, et al.
Published: (2024)
by: Nakhaei, Mohammadreza, et al.
Published: (2024)
Advanced Meta-Ensemble Machine Learning Models for Early and Accurate Sepsis Prediction to Improve Patient Outcomes
by: Khoushabar, MohammadAmin Ansari, et al.
Published: (2024)
by: Khoushabar, MohammadAmin Ansari, et al.
Published: (2024)
BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment
by: Sajid, Md. Ashiq Ul Islam, et al.
Published: (2026)
by: Sajid, Md. Ashiq Ul Islam, et al.
Published: (2026)
CL3: A Collaborative Learning Framework for the Medical Data Ensuring Data Privacy in the Hyperconnected Environment
by: Parvez, Mohamamd Zavid, et al.
Published: (2024)
by: Parvez, Mohamamd Zavid, et al.
Published: (2024)
Cryptocurrency Price Forecasting Using Machine Learning: Building Intelligent Financial Prediction Models
by: Islam, Md Zahidul, et al.
Published: (2025)
by: Islam, Md Zahidul, et al.
Published: (2025)
A Generalized Meta Federated Learning Framework with Theoretical Convergence Guarantees
by: Jamali, Mohammad Vahid, et al.
Published: (2025)
by: Jamali, Mohammad Vahid, et al.
Published: (2025)
Learning Regularization for Graph Inverse Problems
by: Eliasof, Moshe, et al.
Published: (2024)
by: Eliasof, Moshe, et al.
Published: (2024)
Wind Power Prediction across Different Locations using Deep Domain Adaptive Learning
by: Sajol, Md Saiful Islam, et al.
Published: (2024)
by: Sajol, Md Saiful Islam, et al.
Published: (2024)
A Novel Computational Framework for Causal Inference: Tree-Based Discretization with ILP-Based Matching
by: Yang, Tianyu, et al.
Published: (2026)
by: Yang, Tianyu, et al.
Published: (2026)
Diagnosing and Mitigating Domain Shift in Permission-Based Android Malware Detection
by: Islam, Md Rafid
Published: (2026)
by: Islam, Md Rafid
Published: (2026)
VISP: Volatility Informed Stochastic Projection for Adaptive Regularization
by: Islam, Tanvir
Published: (2025)
by: Islam, Tanvir
Published: (2025)
Deep-and-Wide Learning: Enhancing Data-Driven Inference via Synergistic Learning of Inter- and Intra-Data Representations
by: Islam, Md Tauhidul, et al.
Published: (2025)
by: Islam, Md Tauhidul, et al.
Published: (2025)
Improving Generalization and Convergence by Enhancing Implicit Regularization
by: Wang, Mingze, et al.
Published: (2024)
by: Wang, Mingze, et al.
Published: (2024)
Improving Generalization via Meta-Learning on Hard Samples
by: Jain, Nishant, et al.
Published: (2024)
by: Jain, Nishant, et al.
Published: (2024)
Improving Deep Learning Optimization through Constrained Parameter Regularization
by: Franke, Jörg K. H., et al.
Published: (2023)
by: Franke, Jörg K. H., et al.
Published: (2023)
Towards Unbiased Calibration using Meta-Regularization
by: Wang, Cheng, et al.
Published: (2023)
by: Wang, Cheng, et al.
Published: (2023)
Unsupervised Deep Clustering of MNIST with Triplet-Enhanced Convolutional Autoencoders
by: Ansari, Md. Faizul Islam
Published: (2025)
by: Ansari, Md. Faizul Islam
Published: (2025)
Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models
by: Wei, Yongxian, et al.
Published: (2024)
by: Wei, Yongxian, et al.
Published: (2024)
RIZE: Adaptive Regularization for Imitation Learning
by: Karimi, Adib, et al.
Published: (2025)
by: Karimi, Adib, et al.
Published: (2025)
Sentiment Polarity Analysis of Bangla Food Reviews Using Machine and Deep Learning Algorithms
by: Amin, Al, et al.
Published: (2024)
by: Amin, Al, et al.
Published: (2024)
WinTSR: A Windowed Temporal Saliency Rescaling Method for Interpreting Time Series Deep Learning Models
by: Islam, Md. Khairul, et al.
Published: (2024)
by: Islam, Md. Khairul, et al.
Published: (2024)
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator
by: Watanabe, Shuhei, et al.
Published: (2022)
by: Watanabe, Shuhei, et al.
Published: (2022)
BD Currency Detection: A CNN Based Approach with Mobile App Integration
by: Jaman, Syed Jubayer, et al.
Published: (2025)
by: Jaman, Syed Jubayer, et al.
Published: (2025)
Semi-Supervised Deep Domain Adaptation for Predicting Solar Power Across Different Locations
by: Islam, Md Shazid, et al.
Published: (2025)
by: Islam, Md Shazid, et al.
Published: (2025)
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling
by: Kouzelis, Theodoros, et al.
Published: (2025)
by: Kouzelis, Theodoros, et al.
Published: (2025)
Similar Items
-
Reveal-to-Revise: Explainable Bias-Aware Generative Modeling with Multimodal Attention
by: Mohammad, Noor Islam S., et al.
Published: (2025) -
Causal Concept Graphs in LLM Latent Space for Stepwise Reasoning
by: Meherab, Md Muntaqim, et al.
Published: (2026) -
DSER: Spectral Epipolar Representation for Efficient Light Field Depth Estimation
by: Mohammad, Noor Islam S., et al.
Published: (2025) -
CoGate-LSTM: Prototype-Guided Feature-Space Gating for Mitigating Gradient Dilution in Imbalanced Toxic Comment Classification
by: Mohammad, Noor Islam S.
Published: (2025) -
Deep Transfer Learning Based Peer Review Aggregation and Meta-review Generation for Scientific Articles
by: Hasan, Md. Tarek, et al.
Published: (2024)