conftrace_

successive halving

5 papers

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Also known as

SHA

Co-occurring keywords

hyperparameter optimization (406) multi-armed bandit (1098) resource constraint (35) differentiable relaxation (6) optimal arm (2) top-k operator (1) stochastic resource consumption (1) predictor-based search (3) successive halving algorithm (1) softmax approximation (11)

Papers

Best Arm Identification with Resource Constraints AISTATS 2024
Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO IJCAI 2024
A Hyperparameter Optimization Toolkit for Neural Machine Translation Research ACL 2023
Successive Halving Top-k Operator AAAI 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving ICCV 2021