Browse State-of-the-Art › Hyperparameter Optimization › Papers, page 5

Hyperparameter Optimization

Papers archive 2025-07-28

archive papers tagged: 813 · with a code link: 339 · where Syntology ran a sample: 90 (75 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (90 of 813 tagged: 75 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)

Page 5 of 9: papers 401 to 500 of 813, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Exploring the Manifold of Neural Networks Using Diffusion Geometry
  19 Nov 2024 0 repositories listed
• Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML
  17 Nov 2024 0 repositories listed
• Cross Space and Time: A Spatio-Temporal Unitized Model for Traffic Flow Forecasting
  14 Nov 2024 0 repositories listed
• Scientific machine learning in ecological systems: A study on the predator-prey dynamics
  11 Nov 2024 0 repositories listed
• Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
  1 Nov 2024 0 repositories listed
• EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization
  31 Oct 2024 0 repositories listed
• Hyperparameter Optimization in Machine Learning
  30 Oct 2024 0 repositories listed
• How Important are Data Augmentations to Close the Domain Gap for Object Detection in Orbit?
  21 Oct 2024 0 repositories listed
• A comparative study of NeuralODE and Universal ODE approaches to solving Chandrasekhar White Dwarf equation
  19 Oct 2024 0 repositories listed
• Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
  19 Oct 2024 0 repositories listed
• A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning
  14 Oct 2024 0 repositories listed
• OWPCP: A Deep Learning Model to Predict Octanol-Water Partition Coefficient
  10 Oct 2024 0 repositories listed
• Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency
  3 Oct 2024 0 repositories listed
• Automated Disease Diagnosis in Pumpkin Plants Using Advanced CNN Models
  29 Sep 2024 0 repositories listed
• A Survey on Neural Architecture Search Based on Reinforcement Learning
  26 Sep 2024 0 repositories listed
• Online Nonconvex Bilevel Optimization with Bregman Divergences
  16 Sep 2024 0 repositories listed
• Learning Rate Optimization for Deep Neural Networks Using Lipschitz Bandits
  15 Sep 2024 0 repositories listed
• Cross-Entropy Optimization for Hyperparameter Optimization in Stochastic Gradient-based Approaches to Train Deep Neural Networks
  14 Sep 2024 0 repositories listed
• MoistNet: Machine Vision-based Deep Learning Models for Wood Chip Moisture Content Measurement
  7 Sep 2024 0 repositories listed
• Optimizing Mortality Prediction for ICU Heart Failure Patients: Leveraging XGBoost and Advanced Machine Learning with the MIMIC-III Database
  3 Sep 2024 0 repositories listed
• FastBO: Fast HPO and NAS with Adaptive Fidelity Identification
  1 Sep 2024 0 repositories listed
• Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations
  30 Aug 2024 0 repositories listed
• A Comparative Study of Hyperparameter Tuning Methods
  29 Aug 2024 0 repositories listed
• A Web-Based Solution for Federated Learning with LLM-Based Automation
  23 Aug 2024 0 repositories listed
• Flexora: Flexible Low Rank Adaptation for Large Language Models
  20 Aug 2024 0 repositories listed
• Gravix: Active Learning for Gravitational Waves Classification Algorithms
  18 Aug 2024 0 repositories listed
• Towards Fair and Rigorous Evaluations: Hyperparameter Optimization for Top-N Recommendation Task with Implicit Feedback
  14 Aug 2024 0 repositories listed
• Exploiting Hankel-Toeplitz Structures for Fast Computation of Kernel Precision Matrices
  5 Aug 2024 0 repositories listed
• The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
  2 Aug 2024 0 repositories listed
• Be aware of overfitting by hyperparameter optimization!
  30 Jul 2024 0 repositories listed
• Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
  24 Jul 2024 0 repositories listed
• Hyperparameter Optimization for Driving Strategies Based on Reinforcement Learning
  19 Jul 2024 0 repositories listed
• Crafting Efficient Fine-Tuning Strategies for Large Language Models
  18 Jul 2024 0 repositories listed
• A Hitchhiker's Guide to Deep Chemical Language Processing for Bioactivity Prediction
  16 Jul 2024 0 repositories listed
• Impacts of Data Preprocessing and Hyperparameter Optimization on the Performance of Machine Learning Models Applied to Intrusion Detection Systems
  15 Jul 2024 0 repositories listed
• Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization
  8 Jul 2024 0 repositories listed
• Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses
  5 Jul 2024 0 repositories listed
• Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data
  3 Jul 2024 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Scalable Nested Optimization for Deep Learning
  1 Jul 2024 0 repositories listed
• Enhancing supply chain security with automated machine learning
  19 Jun 2024 0 repositories listed
• Under the Hood of Tabular Data Generation Models: Benchmarks with Extensive Tuning
  18 Jun 2024 0 repositories listed
• Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting
  14 Jun 2024 0 repositories listed
• Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control
  12 Jun 2024 0 repositories listed
• Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN
  12 Jun 2024 0 repositories listed
• FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
  7 Jun 2024 0 repositories listed
• Non-uniformity is All You Need: Efficient and Timely Encrypted Traffic Classification With ECHO
  3 Jun 2024 0 repositories listed
• Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy
  2 Jun 2024 0 repositories listed
• Cost-Sensitive Multi-Fidelity Bayesian Optimization with Transfer of Learning Curve Extrapolation
  28 May 2024 0 repositories listed
• Derivatives of Stochastic Gradient Descent in parametric optimization
  24 May 2024 0 repositories listed
• A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs
  24 May 2024 0 repositories listed
• Restless Bandit Problem with Rewards Generated by a Linear Gaussian Dynamical System
  15 May 2024 0 repositories listed
• Automating Code Adaptation for MLOps -- A Benchmarking Study on LLMs
  10 May 2024 0 repositories listed
• Transductive Spiking Graph Neural Networks for Loihi
  25 Apr 2024 0 repositories listed
• Hyperparameter Optimization Can Even be Harmful in Off-Policy Learning and How to Deal with It
  23 Apr 2024 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• Self-adaptive PSRO: Towards an Automatic Population-based Game Solver
  17 Apr 2024 0 repositories listed
• Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning
  6 Apr 2024 0 repositories listed
• Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks
  5 Apr 2024 0 repositories listed
• The Unreasonable Effectiveness Of Early Discarding After One Epoch In Neural Network Hyperparameter Optimization
  5 Apr 2024 0 repositories listed
• Towards Leveraging AutoML for Sustainable Deep Learning: A Multi-Objective HPO Approach on Deep Shift Neural Networks
  2 Apr 2024 0 repositories listed
• Simple Hack for Transformers against Heavy Long-Text Classification on a Time- and Memory-Limited GPU Service
  19 Mar 2024 0 repositories listed
• Large Language Models to Generate System-Level Test Programs Targeting Non-functional Properties
  15 Mar 2024 0 repositories listed
• Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability
  14 Mar 2024 0 repositories listed
• Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods
  13 Mar 2024 0 repositories listed
• Better Understandings and Configurations in MaxSAT Local Search Solvers via Anytime Performance Analysis
  11 Mar 2024 0 repositories listed
• Adaptive Hyperparameter Optimization for Continual Learning Scenarios
  9 Mar 2024 0 repositories listed
• A machine learning workflow to address credit default prediction
  6 Mar 2024 0 repositories listed
• Statistical Mechanics of Dynamical System Identification
  4 Mar 2024 0 repositories listed
• Transformers for Low-Resource Languages:Is Féidir Linn!
  4 Mar 2024 0 repositories listed
• Exploratory Landscape Analysis for Mixed-Variable Problems
  26 Feb 2024 0 repositories listed
• FlexHB: a More Efficient and Flexible Framework for Hyperparameter Optimization
  21 Feb 2024 0 repositories listed
• Universal Link Predictor By In-Context Learning on Graphs
  12 Feb 2024 0 repositories listed
• Glocal Hypergradient Estimation with Koopman Operator
  5 Feb 2024 0 repositories listed
• Poisson Process for Bayesian Optimization
  5 Feb 2024 0 repositories listed
• Breaking MLPerf Training: A Case Study on Optimizing BERT
  4 Feb 2024 0 repositories listed
• Large Language Model Agent for Hyper-Parameter Optimization
  2 Feb 2024 0 repositories listed
• Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble
  2 Feb 2024 0 repositories listed
• Scilab-RL: A software framework for efficient reinforcement learning and cognitive modeling research
  25 Jan 2024 0 repositories listed
• A Unified Gaussian Process for Branching and Nested Hyperparameter Optimization
  19 Jan 2024 0 repositories listed
• Adaptive Regret for Bandits Made Possible: Two Queries Suffice
  17 Jan 2024 0 repositories listed
• Hypercomplex neural network in time series forecasting of stock data
  9 Jan 2024 0 repositories listed
• Flying By ML -- CNN Inversion of Affine Transforms
  22 Dec 2023 0 repositories listed
• Tuning the activation function to optimize the forecast horizon of a reservoir computer
  20 Dec 2023 0 repositories listed
• Provably Convergent Federated Trilevel Learning
  19 Dec 2023 0 repositories listed
• Can LLMs Configure Software Tools
  11 Dec 2023 0 repositories listed
• Composite Survival Analysis: Learning with Auxiliary Aggregated Baselines and Survival Scores
  10 Dec 2023 0 repositories listed
• Hyperparameter Optimization for Large Language Model Instruction-Tuning
  1 Dec 2023 0 repositories listed
• Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
  29 Nov 2023 0 repositories listed
• Two Scalable Approaches for Burned-Area Mapping Using U-Net and Landsat Imagery
  29 Nov 2023 0 repositories listed
• A systematic study comparing hyperparameter optimization engines on tabular data
  27 Nov 2023 0 repositories listed
• On the Hyperparameter Loss Landscapes of Machine Learning Models: An Exploratory Study
  23 Nov 2023 0 repositories listed
• On the Communication Complexity of Decentralized Bilevel Optimization
  19 Nov 2023 0 repositories listed
• Xputer: Bridging Data Gaps with NMF, XGBoost, and a Streamlined GUI Experience
  16 Nov 2023 0 repositories listed
• A Single-Loop Algorithm for Decentralized Bilevel Optimization
  15 Nov 2023 0 repositories listed
• AutoML for Large Capacity Modeling of Meta's Ranking Systems
  14 Nov 2023 0 repositories listed
• Impact of HPO on AutoML Forecasting Ensembles
  7 Nov 2023 0 repositories listed
• Saturn: Efficient Multi-Large-Model Deep Learning
  6 Nov 2023 0 repositories listed
• Predicting Ground Reaction Force from Inertial Sensors
  4 Nov 2023 0 repositories listed
• Quantum Long Short-Term Memory (QLSTM) vs Classical LSTM in Time Series Forecasting: A Comparative Study in Solar Power Forecasting
  25 Oct 2023 0 repositories listed
• Hyperparameter optimization of hp-greedy reduced basis for gravitational wave surrogates
  23 Oct 2023 0 repositories listed
• Scrap Your Schedules with PopDescent
  23 Oct 2023 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.