conftrace_

hyperparameter tuning

215 papers

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Co-occurring keywords

bayesian optimization (624) hyperparameter optimization (406) gaussian process (1200) model selection (456) neural network optimization (1293) regret bound (1926) text classification (6793) transfer learning (5449) acquisition function (129) large language model (13587)

Papers

Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal NIPS 2024
Why Warmup the Learning Rate? Underlying Mechanisms and Improvements NIPS 2024
The Impact of Integration Step on Integrated Gradients EACL 2024
Performance Prediction via Bayesian Matrix Factorisation for Multilingual Natural Language Processing Tasks EACL 2023
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization NIPS 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning SEMEVAL 2023
Exploring the Sensitivity of LLMs’ Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters EMNLP 2023
A Three-regime Model of Network Pruning ICML 2023
Practical Differentially Private Hyperparameter Tuning with Subsampling NIPS 2023
Frank at NADI 2023 Shared Task: Trio-Based Ensemble Approach for Arabic Dialect Identification EMNLP 2023
Mechanic: A Learning Rate Tuner NIPS 2023
Conflicting Interactions among Protection Mechanisms for Machine Learning Models AAAI 2023
Hydro: Surrogate-Based Hyperparameter Tuning Service in Datacenters OSDI 2023
Monotonicity and Double Descent in Uncertainty Estimation with Gaussian Processes ICML 2023
Meta-Learning Adversarial Bandit Algorithms NIPS 2023
SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning NIPS 2023
Multi-Objective Population Based Training ICML 2023
JCT at SemEval-2023 Tasks 12 A and 12B: Sentiment Analysis for Tweets Written in Low-resource African Languages using Various Machine Learning and Deep Learning Methods, Resampling, and HyperParameter Tuning ACL 2023
Compression, Generalization and Learning JMLR 2023
Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking NIPS 2023
Merlion: End-to-End Machine Learning for Time Series JMLR 2023
Hyperparameter Tuning of an Off-Policy Reinforcement Learning Algorithm for H∞ Tracking Control L4DC 2023
Controlling Neural Style Transfer with Deep Reinforcement Learning IJCAI 2023