Marcia Kilchenman O'Malley

Biomedical Engineering · 2017–2021

A researcher in the Science corpus: 4 papers; trusts 18 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Biomedical Engineering — 35 citations into it
• Control and Systems Engineering — 30 citations into it
• Artificial Intelligence — 17 citations into it
• Cognitive Neuroscience — 14 citations into it
• Social Psychology — 14 citations into it
• Reinforcement Learning — 13 citations into it; #1,591 of 2,242 by trust here, #1,689 by citations
• Rehabilitation — 9 citations into it
• Cellular and Molecular Neuroscience — 6 citations into it

Whom Marcia Kilchenman O'Malley trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Andrew Y. Ng
2. Sami Haddadin
3. Ashesh Jain
4. Neville Hogan
5. Anca Dragan
6. Brian D. Ziebart
7. Pieter Abbeel
8. J. Bagnell
9. Agostino De Santis
10. Michael L. Littman

Who trusts Marcia Kilchenman O'Malley overall

1. Andreea Bobu

Papers from Marcia Kilchenman O'Malley's perspective

Ordered by how strongly the researchers Marcia Kilchenman O'Malley trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Gradient-based learning applied to document recognition
4. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
5. Maximum Entropy Inverse Reinforcement Learning
6. Long Short-Term Memory
7. ImageNet: A large-scale hierarchical image database
8. Apprenticeship learning via inverse reinforcement learning
9. Attention is All you Need (Neural Information Processing Systems)
10. Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)

Their papers

• Learning from Physical Human Corrections, One Feature at a Time (2018) — 112 citations
• A Review of Intent Detection, Arbitration, and Communication Aspects of Shared Control for Physical Human-Robot Interaction (2018) — 382 citations
• A decade retrospective of medical robotics research from 2010 to 2020 (2021) — 450 citations
• Learning Robot Objectives from Physical Human Interaction (2017) — 167 citations