Model selection

Efficient Algorithms for Minimizing Cross Validation Error

Andrew Moore, Mary S. Lee

Citations: 228 • 1994

The use of data envelopment analysis for technology selection

Moutaz Khouja

Citations: 223 • 1995

A revised weighted sum decision model for robot selection

Chon‐Huat Goh, Yung-Chin Alex Tung, Chun Hung Cheng

Citations: 134 • 1996

Bayesian Hierarchical Mixtures of Experts

Chris Bishop

Citations: 123 • 2012

Binary Particle Swarm Optimization Structure Selection of Nonlinear Autoregressive Moving Average with Exogenous Inputs (NARMAX) Model of a Flexible Robot Arm

Ahmad Ihsan Mohd Yassin, Azlee Zabidi, Megat Syahirul Amin Megat Ali, Nooritawati Md Tahir, Husna Zainol Abidin, Zairi Ismael Rizman

Citations: 57 • 2016

Applying MDL to learn best model granularity

Qiong Gao, Ming Li, Paul Vitányi

Citations: 49 • 2000

The Racing Algorithm: Model Selection for Lazy Learners

Oded Maron, Andrew Moore

Citations: 43 • 1997

Efficient sparsification for Gaussian process regression

Jens Schreiter, Duy Nguyen-Tuong, Marc Toussaint

Citations: 32 • 2016

A nonparametric Bayesian approach toward robot learning by demonstration

Sotirios Chatzis, Dimitrios Korkinof, Yiannis Demiris

Citations: 28 • 2012

Reinforcement learning with misspecified model classes

Joshua Joseph, Alborz Geramifard, John W. Roberts, Jonathan P. How, Nicholas Roy

Citations: 21 • 2013

A Decision Model for the Robot Selection Problem Using Robust Regression*

Moutaz Khouja, David E. Booth

Citations: 19 • 1991

Identification of robotic systems with hysteresis using Nonlinear AutoRegressive eXogenous input models

Wanxin Zhang, Jihong Zhu, Dongbing Gu

Citations: 10 • 2017

Multisensor fusion and model selection using a minimal representation size framework

Arthur C. Sanderson

Citations: 10 • 2002

Data segmentation and model selection for computer vision : a statistical approach

Alireza Bab‐Hadiashar, David Suter

Citations: 8 • 2000

A novel trajectory learning method for robotic arms based on Gaussian Mixture Model and k-value selection algorithm

Jingnan Yan, Yue Wu, Kexin Ji, Cheng Cheng, Yili Zheng

Citations: 7 • 2025

A Multiclass Classification Model for Tooth Removal Procedures

W.M. de Graaf, T.C.T. van Riet, Jan de Lange, Jens Kober

Citations: 7 • 2022

Validate on Sim, Detect on Real - Model Selection for Domain Randomization

Gal Leibovich, Guy Jacob, Shadi Endrawis, Gal Novik, Aviv Tamar

Citations: 5 • 2022

Adaptive Outcome Selection for Planning with Reduced Models

Sandhya Saisubramanian, Zilbertsein Shlomo

Citations: 5 • 2019

Selecting Informative Data Samples for Model Learning Through Symbolic Regression

Erik Derner, Jiřı́ Kubalı́k, Robert Babuška

Citations: 5 • 2021

A minimal representation framework for multisensor fusion and model selection

Rajive Joshi

Citations: 5 • 1998