conftrace_

parameter selection

12 papers

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Co-occurring keywords

multilabel classification (75) benchmark evaluation (1556) catastrophic forgetting (958) neural network pruning (265) model aggregation (156) neural network optimization (1293) hyperparameter tuning (215) parameter tuning (36) clustering algorithm (206) regret bound (1926)

Papers

Enhancing Large Language Model Performance with Gradient-Based Parameter Selection AAAI 2025
HFT: Half Fine-Tuning for Large Language Models ACL 2025
AI-Monitors at GenAI Detection Task 1: Fast and Scalable Machine Generated Text Detection COLING 2025
FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning CVPR 2024
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection COLING 2024
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation ICLR 2023
Training Mixed-Domain Translation Models via Federated Learning NAACL 2022
Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models INTERSPEECH 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
Parameter Selection: Why We Should Pay More Attention to It IJCNLP 2021
Parameter Selection: Why We Should Pay More Attention to It ACL 2021
A Numerical Measure of the Instability of Mapper-Type Algorithms JMLR 2020