Covariate

Machine Learning in Non-Stationary Environments: Introduction to Covariate Shift Adaptation

Masashi Sugiyama, Motoaki Kawanabe

Citations: 268 • 2012

Robotic versus standard laparoscopic elective colectomy: where are the benefits?

Audrey S. Kulaylat, Katelin A. Mirkin, Frances J. Puleo, Christopher S. Hollenbeak, Evangelos Messaris

Citations: 44 • 2017

Grasping with Chopsticks: Combating Covariate Shift in Model-free Imitation Learning for Fine Manipulation

Liyiming Ke, Jingqiang Wang, Tapomayukh Bhattacharjee, Byron Boots, Siddhartha S Srinivasa

Citations: 34 • 2021

A Statistical Model to Determine Biomechanical Limits for Physically Safe Interactions With Collaborative Robots

Roland Behrens, G. Pliske, Matthias Umbreit, S. Piatek, Felix Walcher, Norbert Elkmann

Citations: 31 • 2022

Analysis of heterogeneity in a systematic review using meta-regression technique

Kenneth Lo, Matthew Stephenson, Craig Lockwood

Citations: 28 • 2019

Feedback in Imitation Learning: The Three Regimes of Covariate Shift

Jonathan Spencer, Sanjiban Choudhury, Arun Venkatraman, Brian D. Ziebart, J. Andrew Bagnell

Citations: 17 • 2021

A Comparative Study on the Effects of Hands-on Robot and EPL Programming Activities on Creative Problem-Solving Ability in Children

Sang Un Kim

Citations: 7 • 2020

Continuous Target Shift Adaptation in Supervised Learning

Tuan Duong Nguyen, Christoffel Marthinus, Masashi Sugiyama

Citations: 6 • 2015

Short Communication: Comparison of Protocols to Estimate Twenty-Four-Hour Fat and Protein Percentages for Herds with a Robotic Milking System

Karen J. Hand, D. Lazenby, F. Miglior, D.F. Kelton

Citations: 5 • 2006

Learning Self-Correctable Policies and Value Functions from Demonstrations with Negative Sampling

Yuping Luo, Huazhe Xu, Tengyu Ma

Citations: 4 • 2019

Grasping with Chopsticks: Combating Covariate Shift in Model-free Imitation Learning for Fine Manipulation

Liyiming Ke, Jingqiang Wang, Tapomayukh Bhattacharjee, Byron Boots, Siddhartha S Srinivasa

Citations: 4 • 2020

Efficient Computation of Reduced Regression Models

Stuart R. Lipsitz, Garrett M. Fitzmaurice, Debajyoti Sinha, Nathanael D. Hevelone, Edward L. Giovannucci, Quoc‐Dien Trinh, Jim C. Hu

Citations: 3 • 2017

Hyper-Accelerated Learning for Brain-Computer Interfaces via Partial Target-Aware Optimal Transport

Ekansh Gupta, Cheng-Yeh Chen, Raghupathy Sivakumar

Citations: 2 • 2023