Cover Image

Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Elenter, Juan, NaderiAlizadeh, Navid, Javidi, Tara, Ribeiro, Alejandro
Format:	Preprint
Published:	2023
Subjects:	Machine Learning Artificial Intelligence Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning to Slice Wi-Fi Networks: A State-Augmented Primal-Dual Approach
by: Uslu, Yiğit Berkay, et al.
Published: (2024)

Fast State-Augmented Learning for Wireless Resource Allocation with Dual Variable Regression
by: Uslu, Yigit Berkay, et al.
Published: (2025)

Stochastic Unrolled Federated Learning
by: Hadou, Samar, et al.
Published: (2023)

Robust Stochastically-Descending Unrolled Networks
by: Hadou, Samar, et al.
Published: (2023)

Learning State-Augmented Policies for Information Routing in Communication Networks
by: Das, Sourajit, et al.
Published: (2023)

Wireless Link Scheduling with State-Augmented Graph Neural Networks
by: Camargo, Romina Garcia, et al.
Published: (2025)

Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks
by: Chen, Xingran, et al.
Published: (2026)

Transferable Graphical MARL for Real-Time Estimation in Dynamic Wireless Networks
by: Chen, Xingran, et al.
Published: (2024)

Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies
by: Das, Sourajit, et al.
Published: (2025)

Near-Optimal Solutions of Constrained Learning Problems
by: Elenter, Juan, et al.
Published: (2024)

Machine Learning for Proactive Groundwater Management: Early Warning and Resource Allocation
by: Li, Chuan, et al.
Published: (2025)

Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning
by: Umer, Muhammad, et al.
Published: (2025)

Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering
by: Choi, Yeon-Woo, et al.
Published: (2025)

Constrained Sliced Wasserstein Embedding
by: NaderiAlizadeh, Navid, et al.
Published: (2025)

Coverage Analysis for Digital Cousin Selection -- Improving Multi-Environment Q-Learning
by: Bozkus, Talha, et al.
Published: (2024)

Joint Computation Offloading and Resource Allocation for Uncertain Maritime MEC via Cooperation of UAVs and Vessels
by: You, Jiahao, et al.
Published: (2025)

Discover Fast Power Allocation Solution for Multi-Target Tracking via AlphaEvolve Evolution
by: Hou, Zhenkang, et al.
Published: (2026)

Joint Adaptive OFDM and Reinforcement Learning Design for Autonomous Vehicles: Leveraging Age of Updates
by: Delamou, Mamady, et al.
Published: (2024)

SelectiveFinetuning: Enhancing Transfer Learning in Sleep Staging through Selective Domain Alignment
by: Zhao, Siyuan, et al.
Published: (2025)

Disentangling Neurodegeneration with Brain Age Gap Prediction Models: A Graph Signal Processing Perspective
by: Sihag, Saurabh, et al.
Published: (2025)

Graph Signal Adaptive Message Passing
by: Yan, Yi, et al.
Published: (2024)

DualLaguerreNet: A Decoupled Spectral Filter GNN and the Uncovering of the Flexibility-Stability Trade-off
by: Goksu, Huseyin
Published: (2025)

Unsupervised Learning-Based Joint Resource Allocation and Beamforming Design for RIS-Assisted MISO-OFDMA Systems
by: Ma, Yu, et al.
Published: (2025)

Dual-Domain Fusion for Semi-Supervised Learning
by: Jalonen, Tuomas, et al.
Published: (2025)

LLM-Empowered Resource Allocation in Wireless Communications Systems
by: Lee, Woongsup, et al.
Published: (2024)

Statistical Reachability Analysis of Stochastic Cyber-Physical Systems under Distribution Shift
by: Hashemi, Navid, et al.
Published: (2024)

Memory-Efficient EDA Denoising via Knowledge Distillation for Wearable IoT Under Severe Motion Artifacts and Underwater Conditions
by: Lee, Yongbin, et al.
Published: (2026)

ChannelKAN: Multi-Scale Dual-Domain Channel Prediction via Hybrid CNN-KAN Architecture
by: Jiang, Nanqing, et al.
Published: (2026)

BandRouteNet: An Adaptive Band Routing Neural Network for EEG Artifact Removal
by: Lam, Phat
Published: (2026)

Active Sampling and Gaussian Reconstruction for Radio Frequency Radiance Field
by: Gau, Chi-Shiang, et al.
Published: (2024)

Power-Efficient Indoor Localization Using Adaptive Channel-aware Ultra-wideband DL-TDOA
by: Bhattacharya, Sagnik, et al.
Published: (2024)

A Foundation Model for Massive MIMO Precoding with an Adaptive per-User Rate-Power Tradeoff
by: Emery, Jérôme, et al.
Published: (2025)

Adaptive 3D-RoPE: Physics-Aligned Rotary Positional Encoding for Wireless Foundation Models
by: Zhang, Chenyu, et al.
Published: (2026)

Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization
by: Fishel, Eyal, et al.
Published: (2025)

Adaptive End-to-End Transceiver Design for NextG Pilot-Free and CP-Free Wireless Systems
by: Cheng, Jiaming, et al.
Published: (2025)

To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks
by: Raina, Rashika, et al.
Published: (2025)

Sparse Bayesian Learning Algorithms Revisited: From Learning Majorizers to Structured Algorithmic Learning using Neural Networks
by: Balaji, Rushabha, et al.
Published: (2026)

ResLearn: Transformer-based Residual Learning for Metaverse Network Traffic Prediction
by: Manjunath, Yoga Suhas Kuruba, et al.
Published: (2024)

Standards-Compliant DM-RS Allocation via Temporal Channel Prediction for Massive MIMO Systems
by: Ryu, Sehyun, et al.
Published: (2025)

Learning at the Speed of Wireless: Online Real-Time Learning for AI-Enabled MIMO in NextG
by: Xu, Jiarui, et al.
Published: (2024)