conftrace_

random search

21 papers

Explore in graph

Co-occurring keywords

hyperparameter optimization (406) neural network (6616) adversarial attack (1621) black-box attack (237) hyper-parameter optimization (10) derivative-free optimization (44) model-free reinforcement learning (63) grid search (15) weight sharing (99) query efficiency (70)

Papers

Learning-to-Learn to Guide Random Search: Derivative-Free Meta Blackbox Optimization on Manifold L4DC 2023
The Importance of Hyperparameter Optimisation for Facial Recognition Applications AAAI 2022
Revisiting Random Channel Pruning for Neural Network Compression CVPR 2022
Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks AAAI 2022
Generalizing Gaussian Smoothing for Random Search ICML 2022
Meta-Learning the Search Distribution of Black-Box Random Search Based Adversarial Attacks NIPS 2021
To Optimize, or Not to Optimize, That Is the Question: TelU-KU Models for WMT21 Large-Scale Multilingual Machine Translation EMNLP 2021
Parallel Rectangle Flip Attack: A Query-Based Black-Box Attack Against Object Detection ICCV 2021
MLE-Guided Parameter Search for Task Loss Minimization in Neural Sequence Modeling AAAI 2021
Hyperparameter Optimization Is Deceiving Us, and How to Stop It NIPS 2021
On the Second-order Convergence Properties of Random Search Methods NIPS 2021
Frugal Optimization for Cost-related Hyperparameters AAAI 2021
Learning the model-free linear quadratic regulator via random search L4DC 2020
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS CVPR 2020
Hyperparameter Ensembles for Robustness and Uncertainty Quantification NIPS 2020
Random Search and Reproducibility for Neural Architecture Search UAI 2019
Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019
Simple random search of static linear policies is competitive for reinforcement learning NIPS 2018
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization JMLR 2018
Random Search for Hyper-Parameter Optimization JMLR 2012
Algorithms for Hyper-Parameter Optimization NIPS 2011