Clare Lyle

1.4k citations
10 papers · 32 · h-index 4

Impact in

    • Reinforcement Learning in Robotics
    • Adversarial Robustness in Machine Learning
    • Evolutionary Algorithms and Applications
    • Anomaly Detection Techniques and Applications
    • Machine Learning and Algorithms
    • Adaptive Dynamic Programming Control

Papers in

    • Reinforcement Learning in Robotics 2
    • Domain Adaptation and Few-Shot Learning 2
    • Adversarial Robustness in Machine Learning 1
    • Bayesian Modeling and Causal Inference 1
    • Logic, Reasoning, and Knowledge 1
    • Neural Networks and Applications 1
    • Viral Infectious Diseases and Gene Expression in Insects 1
Journals
Nature (1 paper)Neural Information Processing Systems (3 papers)International Conference on Learning Representations (1 paper)Proceedings of the AAAI Conference on Artificial Intelligence (1 paper)

In The Last Decade

Clare Lyle

7 papers receiving 28 citations

Peers

Clare Lyle
Comparison fields: 5 of 19
  • Artificial Intelligence 24
  • Computational Theory and Mathematics 4
  • Computer Vision and Pattern Recognition 5
  • Statistical and Nonlinear Physics 3
  • Management Information Systems 2
Replace Afroz Mohiuddin with:
Afroz Mohiuddin United States
Mikayel Samvelyan United Kingdom
Igor Molybog United States
Seyed Kamyar Seyed Ghasemipour Canada
Bernardo Ávila Pires Canada
W. A. T. Wan Abdullah Malaysia
Hengyuan Hu United States
Ryo Kikuchi Japan
Weiping Song China
Asier Mujika Switzerland
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Citations per field
00.5×1.7×
Afroz Mohiuddin · 1×
Citations per year

Countries citing papers authored by Clare Lyle

Since Specialization
Citations

This map shows the geographic impact of Clare Lyle's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Clare Lyle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Clare Lyle more than expected).

Fields of papers citing papers by Clare Lyle

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Clare Lyle. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Clare Lyle. The network helps show where Clare Lyle may publish in the future.

Co-authors

The 22 scholars most cited alongside Clare Lyle, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Clare Lyle Line = papers co-authored together Clare Lyle links everyone, so they are left out of the graph.

All Works

10 of 10 papers shown
#Work
1 201913
2
A Geometric Perspective on Optimal Representations for Reinforcement Learning
20198
3
Invariant Causal Prediction for Block MDPs
20204
4
A Bayesian Perspective on Training Speed and Model Selection
20203
5
Speedy Performance Estimation for Neural Architecture Search
20212
6
Resolving Causal Confusion in Reinforcement Learning via Robust Exploration
20211
7
Unpacking Information Bottlenecks: Surrogate Objectives for Deep Learning
20211
8 20210
9 20240
10 20240

About Clare Lyle

Clare Lyle is a scholar working on Artificial Intelligence, Molecular Biology, Computer Vision and Pattern Recognition, Cognitive Neuroscience and Computational Theory and Mathematics, having authored 10 papers that have together received 32 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (2 papers), Domain Adaptation and Few-Shot Learning (2 papers), Viral Infectious Diseases and Gene Expression in Insects (1 paper), Behavioral and Psychological Studies (1 paper), Adversarial Robustness in Machine Learning (1 paper), Bayesian Modeling and Causal Inference (1 paper), Logic, Reasoning, and Knowledge (1 paper) and Neural Networks and Applications (1 paper). The work is most often cited by research in Artificial Intelligence (24 citations), Computational Theory and Mathematics (4 citations), Computer Vision and Pattern Recognition (5 citations), Statistical and Nonlinear Physics (3 citations) and Management Information Systems (2 citations). Clare Lyle has collaborated with scholars based in United Kingdom, United States and Canada. Frequent co-authors include Pablo Samuel Castro, Marc G. Bellemare, Yarin Gal, Marta Kwiatkowska, Angelos Filos, Doina Precup, Mark van der Wilk, Tor Lattimore, Joëlle Pineau and Robert Dadashi. Their work appears in journals such as Nature, Neural Information Processing Systems, International Conference on Learning Representations and Proceedings of the AAAI Conference on Artificial Intelligence.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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