Adrian Weller

Adrian Weller

University of Cambridge

H-index: 39

Europe-United Kingdom

About Adrian Weller

Adrian Weller, With an exceptional h-index of 39 and a recent h-index of 39 (since 2020), a distinguished researcher at University of Cambridge, specializes in the field of Machine Learning, Artificial Intelligence, Trustworthiness, Optimization, Ethics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Learning a Fourier transform for linear relative positional encodings in transformers

Computing Power and the Governance of Artificial Intelligence

Does GPT-4 have good intuition about functions?

Learning to Receive Help: Intervention-Aware Concept Embedding Models

Fairness Without Demographic Data: A Survey of Approaches

Algorithms for Optimal Adaptation of Diffusion Models to Reward Functions

Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey

The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments

Adrian Weller Information

University

Position

Principal Research Fellow Machine Learning

Citations(all)

8204

Citations(since 2020)

7776

Cited By

2049

hIndex(all)

39

hIndex(since 2020)

39

i10Index(all)

91

i10Index(since 2020)

81

Email

University Profile Page

University of Cambridge

Google Scholar

View Google Scholar Profile

Adrian Weller Skills & Research Interests

Machine Learning

Artificial Intelligence

Trustworthiness

Optimization

Ethics

Top articles of Adrian Weller

Title

Journal

Author(s)

Publication Date

Learning a Fourier transform for linear relative positional encodings in transformers

Krzysztof Choromanski

Shanda Li

Valerii Likhosherstov

Kumar Avinava Dubey

Shengjie Luo

...

2024/4/18

Computing Power and the Governance of Artificial Intelligence

arXiv preprint arXiv:2402.08797

Girish Sastry

Lennart Heim

Haydn Belfield

Markus Anderljung

Miles Brundage

...

2024/2/13

Does GPT-4 have good intuition about functions?

Shoaib Ahmed Siddiqui

Juyeon Heo

Yanzhi Chen

Adrian Weller

2023/10/13

Learning to Receive Help: Intervention-Aware Concept Embedding Models

Mateo Espinosa Zarlenga

Katherine M Collins

Krishnamurthy Dvijotham

Adrian Weller

Zohreh Shams

...

2023/9/29

Fairness Without Demographic Data: A Survey of Approaches

Carolyn Ashurst

Adrian Weller

2023/10/30

Algorithms for Optimal Adaptation of Diffusion Models to Reward Functions

Krishnamurthy Dj Dvijotham

Shayegan Omidshafiei

Kimin Lee

Katherine M Collins

Deepak Ramachandran

...

2023/7/9

Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey

arXiv preprint arXiv:2310.01424

Victoria Smith

Ali Shahin Shamsabadi

Carolyn Ashurst

Adrian Weller

2023/9/27

The Progression of Disparities within the Criminal Justice System: Differential Enforcement and Risk Assessment Instruments

Miri Zilka

Riccardo Fogliato

Jiri Hron

Bradley Butcher

Carolyn Ashurst

...

2023/6/12

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization

Weiyang Liu

Zeju Qiu

Yao Feng

Yuliang Xiu

Yuxuan Xue

...

2024

Human-in-the-loop mixup

Katherine M Collins

Umang Bhatt

Weiyang Liu

Vihari Piratla

Ilia Sucholutsky

...

2023

GeValDi: Generative Validation of Discriminative Models

Vivek Palaniappan

Matthew Ashman

Katherine M Collins

Juyeon Heo

Adrian Weller

...

2023/3/4

Simplex Random Features

Isaac Reid

Krzysztof Marcin Choromanski

Valerii Likhosherstov

Adrian Weller

2023/7/3

Selective concept models: Permitting stakeholder customisation at test-time

Proceedings of the AAAI Conference on Human Computation and Crowdsourcing

Matthew Barker

Katherine M Collins

Krishnamurthy Dvijotham

Adrian Weller

Umang Bhatt

2023/11/3

Hypothesis-and Structure-based prompting for medical and business diagnosis

Juyeon Heo

Kyunghyun Lee

Hyonkeun Joh

Umang Bhatt

Adrian Weller

2023/10/13

The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence

arXiv preprint arXiv:2307.07522

Hector Zenil

Jesper Tegnér

Felipe S Abrahão

Alexander Lavin

Vipin Kumar

...

2023/7/9

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

ICLR 2024 (arXiv preprint arXiv:2309.12284)

Longhui Yu

Weisen Jiang

Han Shi

Jincheng Yu

Zhengying Liu

...

2024

Controlling text-to-image diffusion by orthogonal finetuning

Zeju Qiu*

Weiyang Liu*

Haiwen Feng

Yuxuan Xue

Yao Feng

...

2023/6/12

FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines

Matthew Barker

Emma Kallina

Dhananjay Ashok

Katherine Collins

Ashley Casovan

...

2023/10/30

On the Expressive Flexibility of Self-Attention Matrices

Proceedings of the AAAI Conference on Artificial Intelligence

Valerii Likhosherstov

Krzysztof Choromanski

Adrian Weller

2023/6/26

Evaluating Language Models for Mathematics through Interactions

arXiv preprint arXiv:2306.01694

Katherine M Collins

Albert Q Jiang

Simon Frieder

Lionel Wong

Miri Zilka

...

2023/6/2

See List of Professors in Adrian Weller University(University of Cambridge)

Co-Authors

H-index: 49
Richard E Turner

Richard E Turner

University of Cambridge

H-index: 33
Krzysztof Choromanski

Krzysztof Choromanski

Columbia University in the City of New York

H-index: 27
Weiyang Liu

Weiyang Liu

University of Cambridge

H-index: 15
Umang Bhatt

Umang Bhatt

University of Cambridge

H-index: 11
Valerii Likhosherstov

Valerii Likhosherstov

University of Cambridge

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