Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

13 November 2018

Papers citing "Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning"

18 / 18 papers shown

Title
Learning the Regularization Strength for Deep Fine-Tuning via a Data-Emphasized Variational Objective Ethan Harvey Mikhail Petrov Michael C. Hughes 37 0 0 28 Jan 2025
Enhancing End Stage Renal Disease Outcome Prediction: A Multi-Sourced Data-Driven Approach Yubo Li R. Padman 45 2 0 02 Oct 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 36 2 0 16 Aug 2024
On the Workflows and Smells of Leaderboard Operations (LBOps): An Exploratory Study of Foundation Model Leaderboards Zhimin Zhao A. A. Bangash F. Côgo Bram Adams Ahmed E. Hassan 52 0 0 04 Jul 2024
Learning Run-time Safety Monitors for Machine Learning Components Ozan Vardal Richard Hawkins Colin Paterson Chiara Picardi Daniel Omeiza Lars Kunze Ibrahim Habli 25 0 0 23 Jun 2024
Predicting Exoplanetary Features with a Residual Model for Uniform and Gaussian Distributions Andrew Sweet OOD 16 0 0 16 Jun 2024
Distributional bias compromises leave-one-out cross-validation George I. Austin I. Pe’er T. Korem 29 1 0 03 Jun 2024
The Limits of Assumption-free Tests for Algorithm Performance Yuetian Luo Rina Foygel Barber 15 0 0 12 Feb 2024
Astronomical Images Quality Assessment with Automated Machine Learning O. Parisot P. Bruneau Patrik Hitzelberger 6 0 0 17 Nov 2023
Fantastic DNN Classifiers and How to Identify them without Data Nathaniel R. Dean D. Sarkar 6 1 0 24 May 2023
Generating Adversarial Attacks in the Latent Space Nitish Shukla Sudipta Banerjee 20 7 0 10 Apr 2023
An interpretable machine learning system for colorectal cancer diagnosis from pathology slides Pedro C. Neto D. Montezuma Sara P. Oliveira Domingos Oliveira João Fraga ... Sofia Gonccalves Stefan Reinhard I. Zlobec I. M. Pinto J. S. Cardoso 22 13 0 06 Jan 2023
Management of Machine Learning Lifecycle Artifacts: A Survey Marius Schlegel K. Sattler 9 35 0 21 Oct 2022
ASVAAN: Semi-automatic side-channel analysis of Android NDK Valerio Brussani 20 1 0 12 Apr 2022
Selecting and combining complementary feature representations and classifiers for hate speech detection Rafael M. O. Cruz Woshington V. de Sousa George D. C. Cavalcanti 21 13 0 18 Jan 2022
The Reasonable Crowd: Towards evidence-based and interpretable models of driving behavior Bassam Helou Aditya Dusi Anne-Sophie Collin N. Mehdipour Zhiliang Chen Cristhian G. Lizarazo C. Belta Tichakorn Wongpiromsarn R. D. Tebbens Oscar Beijbom 13 21 0 28 Jul 2021
DeltaCharger: Charging Robot with Inverted Delta Mechanism and CNN-driven High Fidelity Tactile Perception for Precise 3D Positioning Iaroslav Okunevich Daria Trinitatova Pavel Kopanev Dzmitry Tsetserukou 11 11 0 22 Jul 2021
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning Matthias Feurer Katharina Eggensperger Stefan Falkner Marius Lindauer Frank Hutter 28 260 0 08 Jul 2020