Colin Bellinger
Dalhousie University
H-index: 16
North America-Canada
Top articles of Colin Bellinger
Reinforcement learning for in silico determination of adsorbate—substrate structures
Journal of Computational Chemistry
2024/2/15
Jiří Hostaš
H-Index: 9
Colin Bellinger
H-Index: 11
Understanding imbalanced data: XAI & interpretable ML framework
Machine Learning
2024/1/16
Colin Bellinger
H-Index: 11
Bartosz Krawczyk
H-Index: 28
ChemGymRL: A Customizable Interactive Framework for Reinforcement Learning for Digital Chemistry
Digital Discovery
2024
Chris Beeler
H-Index: 2
Sriram Ganapathi Subramanian
H-Index: 5
Colin Bellinger
H-Index: 11
Mark Crowley
H-Index: 13
Reinforcement Learning Environment for Wavefront Sensorless Adaptive Optics in Single-Mode Fiber Coupled Optical Satellite Communications Downlinks
Photonics
2023/12/13
Colin Bellinger
H-Index: 11
Davide Spinello
H-Index: 16
Time and temporal abstraction in continual learning: tradeoffs, analogies and regret in an active measuring setting
2023/11/20
Colin Bellinger
H-Index: 11
Maia Fraser
H-Index: 5
Demonstrating ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
2023/11/3
Chris Beeler
H-Index: 2
Sriram Ganapathi Subramanian
H-Index: 5
Colin Bellinger
H-Index: 11
Mark Crowley
H-Index: 13
Learning Visual Tracking and Reaching with Deep Reinforcement Learning on a UR10e Robotic Arm
arXiv preprint arXiv:2308.14652
2023/8/28
Colin Bellinger
H-Index: 11
Dynamic observation policies in observation cost-sensitive reinforcement learning
arXiv preprint arXiv:2307.02620
2023/7/5
Colin Bellinger
H-Index: 11
Mark Crowley
H-Index: 13
Automated imbalanced classification via layered learning
Machine Learning
2023/6
Chemgymrl: An interactive framework for reinforcement learning for digital chemistry
arXiv preprint arXiv:2305.14177
2023/5/23
Chris Beeler
H-Index: 2
Sriram Ganapathi Subramanian
H-Index: 5
Colin Bellinger
H-Index: 11
Mark Crowley
H-Index: 13
Understanding CNN fragility when learning with imbalanced data
Machine Learning
2023/4/11
Efficient augmentation for imbalanced deep learning
2023/4/3
Reinforcement Learning-based Wavefront Sensorless Adaptive Optics Approaches for Satellite-to-Ground Laser Communication
arXiv preprint arXiv:2303.07516
2023/3/13
Colin Bellinger
H-Index: 11
Davide Spinello
H-Index: 16
Reinforcement Learning for Adsorbate–Substrate Modeling in Silico–the Genesis of RLMaterial software
2023
Colin Bellinger
H-Index: 11
An Interpretable Measure of Dataset Complexity for Imbalanced Classification Problems
2023
The class imbalance problem in deep learning
Machine Learning
2022/12/28
Imbalanced multi-layer cloud classification with Advanced Baseline Imager (ABI) and CloudSat/CALIPSO data
2022/12/17
Interpretable ML for Imbalanced Data
arXiv preprint arXiv:2212.07743
2022/12/15
Roadmap on machine learning in electronic structure
Electronic Structure
2022/8/19
Thomas Hammerschmidt
H-Index: 18
Jonathan Schmidt
H-Index: 6
Silvana Botti
H-Index: 29
Mario Boley
H-Index: 13
Milica Todorović
H-Index: 10
Patrick Rinke
H-Index: 46
Corey Oses
H-Index: 18
Alexandre Tkatchenko
H-Index: 62
Sergei Manzhos
H-Index: 31
Jörg Behler
H-Index: 44
Max Veit
H-Index: 3
Andrea Grisafi
H-Index: 7
Jigyasa Nigam
H-Index: 2
Michele Ceriotti
H-Index: 45
Michael Gastegger
H-Index: 13
Kieron Burke
H-Index: 46
Jan Hermann
H-Index: 10
Claudia Draxl
H-Index: 41
Santiago Rigamonti
H-Index: 7
Markus Scheidgen
H-Index: 7
Marco Esters
H-Index: 9
David Hicks
H-Index: 18
Colin Bellinger
H-Index: 11
4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022
2022/8/14
Co-Authors
