Comprehensive Evaluation of Deep Learning Architectures for Prediction of DNA/RNA Sequence Binding Specificities Jan 29, 2019 Automatic Machine Learning Model Selection Deep Learning
Code Code Available 5 All models are wrong, some are useful: Model Selection with Limited Labels Oct 17, 2024 All Model Selection
Code Code Available 5 Fast Cross-Validation via Sequential Testing Jun 11, 2012 Model Selection
Code Code Available 5 Odd-One-Out Representation Learning Dec 14, 2020 Disentanglement Metric Learning
Code Code Available 5 FedScore: A privacy-preserving framework for federated scoring system development Mar 1, 2023 Federated Learning Model Selection
Code Code Available 5 High-Fidelity Transfer of Functional Priors for Wide Bayesian Neural Networks by Learning Activations Oct 21, 2024 Decision Making Model Selection
Code Code Available 5 Conceptually Diverse Base Model Selection for Meta-Learners in Concept Drifting Data Streams Nov 29, 2021 Clustering Ensemble Pruning
Code Code Available 5 Conditional Density Estimation Tools in Python and R with Applications to Photometric Redshifts and Likelihood-Free Cosmological Inference Aug 30, 2019 Astronomy Density Estimation
Code Code Available 5 Behavioral Augmentation of UML Class Diagrams: An Empirical Study of Large Language Models for Method Generation Jun 1, 2025 Model Selection Prompt Engineering
Code Code Available 5 Extremely Greedy Equivalence Search Feb 26, 2025 Causal Discovery Model Selection
Code Code Available 5 A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender Systems Jun 25, 2024 Benchmarking Collaborative Filtering
Code Code Available 5 Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts Jun 1, 2021 Chinese Word Segmentation Model Selection
Code Code Available 5 Conformal online model aggregation Mar 22, 2024 Conformal Prediction model
Code Code Available 5 ATM: A distributed, collaborative, scalable system for automated machine learning Dec 11, 2017 AutoML BIG-bench Machine Learning
Code Code Available 5 F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Oct 13, 2020 Model Selection Question Answering
Code Code Available 5 OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization May 25, 2025 AutoML Decision Making
Code Code Available 5 Exploring Design Choices for Building Language-Specific LLMs Jun 20, 2024 Model Selection
Code Code Available 5 Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection May 29, 2024 Active Learning Model Selection
Code Code Available 5 Bayesian sparse reconstruction: a brute-force approach to astronomical imaging and machine learning Sep 12, 2018 BIG-bench Machine Learning Computational Efficiency
Code Code Available 5 Execution-based Evaluation for Data Science Code Generation Models Nov 17, 2022 Code Generation Form
Code Code Available 5 PARAPHRASUS : A Comprehensive Benchmark for Evaluating Paraphrase Detection Models Sep 18, 2024 Benchmarking Model Selection
Code Code Available 5 Context tree selection for functional data Jan 11, 2018 EEG Electroencephalogram (EEG)
Code Code Available 5 Pareto-optimal clustering with the primal deterministic information bottleneck Apr 5, 2022 Clustering Model Selection
Code Code Available 5 Parsimonious Bayesian deep networks May 22, 2018 Model Selection
Code Code Available 5 Exploring Model Transferability through the Lens of Potential Energy Aug 29, 2023 Model Selection Transfer Learning
Code Code Available 5 Face Spoofing Detection using Deep Learning Mar 25, 2025 Deep Learning image-classification
Code Code Available 5 Evaluation of dynamic causal modelling and Bayesian model selection using simulations of networks of spiking neurons Jun 28, 2023 Model Selection
Code Code Available 5 Convex Covariate Clustering for Classification Mar 5, 2019 Classification Clustering
Code Code Available 5 Precision-Recall-Gain Curves: PR Analysis Done Right Dec 1, 2015 Binary Classification Model Selection
Code Code Available 5 Evaluating LLP Methods: Challenges and Approaches Oct 29, 2023 Benchmarking Model Selection
Code Code Available 5 A-DARTS: Stable Model Selection for Data Repair in Time Series May 1, 2025 AutoML Imputation
Code Code Available 5 Predictive Multiplicity in Classification Sep 14, 2019 Classification General Classification
Code Code Available 5 Probabilistic Matrix Factorization for Automated Machine Learning May 15, 2017 Bayesian Optimization BIG-bench Machine Learning
Code Code Available 5 Learning Relevant Contextual Variables Within Bayesian Optimization May 23, 2023 Bayesian Optimization Model Selection
Code Code Available 5 Evaluation of HTR models without Ground Truth Material Jan 17, 2022 Handwritten Text Recognition HTR
Code Code Available 5 AALF: Almost Always Linear Forecasting Sep 16, 2024 Decision Making Deep Learning
Code Code Available 5 Bayesian Neural Networks at Finite Temperature Apr 8, 2019 Bayesian Inference Model Selection
Code Code Available 5 Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review Sep 14, 2020 Causal Inference Model Selection
Code Code Available 5 Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation Mar 13, 2024 Conversational Recommendation Model Selection
Code Code Available 5 Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling Nov 9, 2019 GPU Model Selection
Code Code Available 5 E Pluribus Unum: Guidelines on Multi-Objective Evaluation of Recommender Systems Apr 20, 2023 Diversity Fairness
Code Code Available 5 Ranking vs. Classifying: Measuring Knowledge Base Completion Quality Feb 2, 2021 Knowledge Base Completion Model Selection
Code Code Available 5 Automated Model Selection for Tabular Data Jan 1, 2024 feature selection model
Code Code Available 5 A Realistic Protocol for Evaluation of Weakly Supervised Object Localization Apr 15, 2024 Model Selection Object
Code Code Available 5 EPP: interpretable score of model predictive power Aug 24, 2019 Binary Classification General Classification
Code Code Available 5 Cross-Validated Off-Policy Evaluation May 24, 2024 Model Selection Off-policy evaluation
Code Code Available 5 Adaptive Uncertainty-Guided Model Selection for Data-Driven PDE Discovery Aug 20, 2023 Denoising Model Discovery
Code Code Available 5 Cross-Validation with Confidence Mar 23, 2017 Model Selection Variable Selection
Code Code Available 5 E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning Sep 12, 2024 Ensemble Learning Meta-Learning
Code Code Available 5 Achieving Well-Informed Decision-Making in Drug Discovery: A Comprehensive Calibration Study using Neural Network-Based Structure-Activity Models Jul 19, 2024 Decision Making Drug Discovery
Code Code Available 5 