Convex Covariate Clustering for Classification Mar 5, 2019 Classification Clustering
Code Code Available Automatic Gradient Boosting Jul 10, 2018 AutoML BIG-bench Machine Learning
Code Code Available Effects of sampling skewness of the importance-weighted risk estimator on model selection Apr 19, 2018 Model Selection Selection bias
Code Code Available Unifying Summary Statistic Selection for Approximate Bayesian Computation Jun 6, 2022 Bayesian Inference Dimensionality Reduction
Code Code Available Bivariate Causal Discovery using Bayesian Model Selection Jun 5, 2023 Causal Discovery model
Code Code Available Minimum discrepancy principle strategy for choosing k in k-NN regression Aug 20, 2020 Model Selection regression
Code Code Available Exploring Design Choices for Building Language-Specific LLMs Jun 20, 2024 Model Selection
Code Code Available Catastrophic forgetting: still a problem for DNNs May 20, 2019 Incremental Learning Model Selection
Code Code Available 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 We Need to Talk About train-dev-test Splits Nov 1, 2021 Model Selection
Code Code Available Exploring Model Transferability through the Lens of Potential Energy Aug 29, 2023 Model Selection Transfer Learning
Code Code Available Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions Jul 7, 2021 Model Selection Point Processes
Code Code Available Sacrificing information for the greater good: how to select photometric bands for optimal accuracy Nov 17, 2015 BIG-bench Machine Learning feature selection
Code Code Available Exploring Word Segmentation and Medical Concept Recognition for Chinese Medical Texts Jun 1, 2021 Chinese Word Segmentation Model Selection
Code Code Available Capability Instruction Tuning: A New Paradigm for Dynamic LLM Routing Feb 24, 2025 Instruction Following Model Selection
Code Code Available Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series Sep 16, 2022 Model Selection Super-Resolution
Code Code Available SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models Feb 18, 2025 Model Selection
Code Code Available Extremely Greedy Equivalence Search Feb 26, 2025 Causal Discovery Model Selection
Code Code Available F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Oct 13, 2020 Model Selection Question Answering
Code Code Available TopicNet: Making Additive Regularisation for Topic Modelling Accessible May 1, 2020 Model Selection
Code Code Available Structured model selection via _1-_2 optimization May 27, 2023 model Model Selection
Code Code Available MLP-KAN: Unifying Deep Representation and Function Learning Oct 3, 2024 Kolmogorov-Arnold Networks Mixture-of-Experts
Code Code Available Face Spoofing Detection using Deep Learning Mar 25, 2025 Deep Learning image-classification
Code Code Available Context tree selection for functional data Jan 11, 2018 EEG Electroencephalogram (EEG)
Code Code Available Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling Nov 9, 2019 GPU Model Selection
Code Code Available mlr3summary: Concise and interpretable summaries for machine learning models Apr 25, 2024 Fairness Model Selection
Code Code Available Can LLMs Predict Citation Intent? An Experimental Analysis of In-context Learning and Fine-tuning on Open LLMs Feb 20, 2025 ARC In-Context Learning
Code Code Available Model Assessment and Selection under Temporal Distribution Shift Feb 13, 2024 model Model Selection
Code Code Available Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP Feb 11, 2023 Fairness Model Selection
Code Code Available How Graph Structure and Label Dependencies Contribute to Node Classification in a Large Network of Documents Apr 3, 2023 Articles Model Selection
Code Code Available Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors Jun 13, 2018 Model Selection Open-Ended Question Answering
Code Code Available Fairness and bias correction in machine learning for depression prediction: results from four study populations Nov 10, 2022 Fairness Model Selection
Code Code Available Model-based Clustering using Automatic Differentiation: Confronting Misspecification and High-Dimensional Data Jul 8, 2020 Clustering Model Selection
Code Code Available Familia: An Open-Source Toolkit for Industrial Topic Modeling Jul 31, 2017 Model Selection Topic Models
Code Code Available Entity Set Search of Scientific Literature: An Unsupervised Ranking Approach Apr 29, 2018 Model Selection
Code Code Available Fast and Informative Model Selection using Learning Curve Cross-Validation Nov 27, 2021 AutoML Model Selection
Code Code Available Automatic Catalog of RRLyrae from 14 million VVV Light Curves: How far can we go with traditional machine-learning? May 1, 2020 Model Selection
Code Code Available Adaptive multi-penalty regularization based on a generalized Lasso path Oct 11, 2017 compressed sensing Model Selection
Code Code Available Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning Nov 13, 2018 BIG-bench Machine Learning model
Code Code Available Fast Cross-Validation via Sequential Testing Jun 11, 2012 Model Selection
Code Code Available Fast Instrument Learning with Faster Rates May 22, 2022 Model Selection regression
Code Code Available Parameter identifiability and model selection for partial differential equation models of cell invasion Sep 4, 2023 Experimental Design Model Selection
Code Code Available Topological Data Analysis of Decision Boundaries with Application to Model Selection May 25, 2018 General Classification Model Selection
Code Code Available Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning Jun 22, 2024 Graph Neural Network Model Selection
Code Code Available Optimal design of experiments to identify latent behavioral types Jul 10, 2018 Decision Making Experimental Design
Code Code Available PARAPHRASUS : A Comprehensive Benchmark for Evaluating Paraphrase Detection Models Sep 18, 2024 Benchmarking Model Selection
Code Code Available Modeling High-Dimensional Data with Unknown Cut Points: A Fusion Penalized Logistic Threshold Regression Feb 17, 2022 Model Selection regression
Code Code Available Fast Unsupervised Deep Outlier Model Selection with Hypernetworks Jul 20, 2023 Meta-Learning model
Code Code Available pared: Model selection using multi-objective optimization May 27, 2025 model Model Selection
Code Code Available Pareto-optimal clustering with the primal deterministic information bottleneck Apr 5, 2022 Clustering Model Selection
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