conftrace_

parameter tuning

36 papers

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Co-occurring keywords

algorithm configuration (18) hyperparameter optimization (406) ensemble learning (1274) model selection (456) reinforcement learning (4352) bayesian network (378) optimization algorithm (148) theoretical guarantee (41) perception system (22) performance estimation (18)

Papers

Practical, Utilitarian Algorithm Configuration AAAI 2026
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information IJCAI 2025
GUIR at SemEval-2025 Task 4: Adaptive Weight Tuning with Gradual Negative Matching for LLM Unlearning ACL 2025
AnyFeature-VSLAM: Automating the Usage of Any Feature into Visual SLAM RSS 2024
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NIPS 2024
CUET_Binary_Hackers@DravidianLangTech EACL2024: Fake News Detection in Malayalam Language Leveraging Fine-tuned MuRIL BERT EACL 2024
Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? EACL 2024
RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing AAAI 2024
A Survey of Methods for Automated Algorithm Configuration (Extended Abstract) IJCAI 2023
Finding an ϵ-Close Minimal Variation of Parameters in Bayesian Networks IJCAI 2023
Path following algorithms for $\ell_2$-regularized $M$-estimation with approximation guarantee NIPS 2023
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition ICCV 2023
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration AAAI 2023
SelfTune: Tuning Cluster Managers NSDI 2023
What Went Wrong? Closing the Sim-to-Real Gap via Differentiable Causal Discovery CORL 2023
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NIPS 2022
TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity NAACL 2022
A Precise Performance Analysis of Support Vector Regression ICML 2021
Parameter Selection: Why We Should Pay More Attention to It ACL 2021
A Highly-Parameterized Ensemble to Play Gin Rummy AAAI 2021
Learning Convex Optimization Control Policies L4DC 2020
RIJP at SemEval-2020 Task 1: Gaussian-based Embeddings for Semantic Change Detection SEMEVAL 2020
On Performance Estimation in Automatic Algorithm Configuration AAAI 2020
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020
Local Search with Efficient Automatic Configuration for Minimum Vertex Cover IJCAI 2019