About
Discord Stateoftheart AI
GitHub

Publications

77

Cited by

1169

Adrian Weller

machine learningartificial intelligenceinferenceoptimizationethics
University of Cambridge

United Kingdom

Papers and Citations

1 - 50
Concrete problems for autonomous vehicle safety: Advantages of Bayesian deep learning
2017
Adrian Weller
Alex Kendall
Roberto Cipolla
+4
Cited by 142
From parity to preference-based notions of fairness in classification
2017
Muhammad Bilal Zafar
Krishna Gummadi
Manuel Gomez Rodriguez
+3
Cited by 132
Challenges for transparency
2017
Adrian Weller
Cited by 102
Explainable machine learning in deployment
2020
Ruchir Puri
Alice Xiang
Joydeep Ghosh
+7
Cited by 99
Human perceptions of fairness in algorithmic decision making: A case study of criminal risk prediction
2018
Nina Grgić-Hlača
Krishna P. Gummadi
Elissa M. Redmiles
+1
Cited by 95
Beyond distributive fairness in algorithmic decision making: Feature selection for procedurally fair learning
2018
Krishna P. Gummadi
Muhammad Bilal Zafar
Nina Grgić-Hlača
+1
Cited by 90
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices
2018
Adish Singla
Adrian Weller
Muhammad Bilal Zafar
+4
Cited by 85
The case for process fairness in learning: Feature selection for fair decision making
2016
Adrian Weller
Krishna P. Gummadi
Muhammad Bilal Zafar
+1
Cited by 80
Leveraging data science to combat covid-19: A comprehensive review
2020
Waleed Iqbal
Muhammad Usman
Sanaullah Manzoor
+8
Cited by 68
Structured evolution with compact architectures for scalable policy optimization
2018
Mark Rowland
Richard E Turner
Adrian Weller
+2
Cited by 58
Toward trustworthy AI development: mechanisms for supporting verifiable claims
2020
Elizabeth Seger
Rebecca Kagan
Markus Anderljung
+56
Cited by 54
Blind justice: Fairness with encrypted sensitive attributes
2018
Adri� Gasc�n
Adrian Weller
Michael Veale
+4
Cited by 53
Discovering interpretable representations for both deep generative and discriminative models
2018
Adrian Weller
Tameem Adel
Zoubin Ghahramani
Cited by 41
Structured prediction models for chord transcription of music audio
2009
Daniel P W Ellis
Adrian Weller
Tony Jebara
Cited by 35
Transparency: motivations and challenges
2019
Adrian Weller
Cited by 34
Approximating the Bethe Partition Function
2014
Adrian Weller
Tony Jebara
Cited by 33
The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings
2017
Mark Rowland
Adrian Weller
Krzysztof Choromanski
Cited by 31
One-network adversarial fairness
2019
Zoubin Ghahramani
Adrian Weller
Tameem Adel
+1
Cited by 30
Machine ethics: the design and governance of ethical AI and autonomous systems
2019
Jeremy Pitt
Michael Fisher
Adrian Weller
+39
Cited by 27
Understanding the Bethe approximation: When and how can it go wrong?
2014
Adrian Weller
David Sontag
Kui Tang
+1
Cited by 27
The sensitivity of counterfactual fairness to unmeasured confounding
2019
Niki Kilbertus
Matt J. Kusner
Adrian Weller
+2
Cited by 21
Tightness of LP Relaxations for Almost Balanced Models
2016
Adrian Weller
David Sontag
Mark Rowland
Cited by 21
Train and test tightness of LP relaxations in structured prediction
2016
David Sontag
Mehrdad Mahdavi
Adrian Weller
+1
Cited by 20
You Shouldn't Trust Me: Learning Models Which Conceal Unfairness From Multiple Explanation Methods.
2020
M Jamnik
Adrian Weller
Botty Dimanov
+1
Cited by 19
Bethe Bounds and Approximating the Global Optimum
2013
Adrian Weller
Tony Jebara
Cited by 18
Lost relatives of the Gumbel trick
2017
Adrian Weller
Nilesh Tripuraneni
Zoubin Ghahramani
+1
Cited by 18
Clamping variables and approximate inference
2014
Adrian Weller
Tony Jebara
Cited by 17
Mapping intelligence: Requirements and possibilities
2018
Matthew Crosby
Huw Price
Marta Halina
+12
Cited by 17
The 2010 LABROSA chord recognition system
2010
Daniel P W Ellis
Adrian Weller
Cited by 16
Evaluating and aggregating feature-based model explanations
2020
JMF Moura
Umang Bhatt
Adrian Weller
Cited by 15
Purple feed: Identifying high consensus news posts on social media
2018
Fabrício Benevenuto
Krishna P Gummadi
Mahmoudreza Babaei
+3
Cited by 15
An empirical study on learning fairness metrics for compas data with human supervision
2019
Krishna P. Gummadi
Nina Grgić-Hlača
Hanchen Wang
+2
Cited by 15
Geometrically coupled monte carlo sampling
2018
François Chalus
Krzysztof Choromanski
Aldo Pacchiano
+4
Cited by 13
The geometry of random features
2018
Krzysztof Choromanski
Adrian Weller
Tamás Sarlós
+3
Cited by 12
Clamping Improves TRW and Mean Field Approximations
2016
J Domke
Adrian Weller
Cited by 11
Masked language modeling for proteins via linearly scalable long-context transformers
2020
David Belanger
Krzysztof Choromanski
David Dohan
+6
Cited by 11
On MAP inference by MWSS on Perfect Graphs
2013
Adrian Weller
Tony Jebara
Cited by 11
Characterizing Tightness of LP Relaxations by Forbidding Signed Minors.
2016
Adrian Weller
Cited by 11
Motivations and risks of machine ethics
2018
S Cave
R Nyrup
Karina Vold
+1
Cited by 10
On fairness, diversity and randomness in algorithmic decision making
2017
Krishna P. Gummadi
Adrian Weller
Muhammad Bilal Zafar
+1
Cited by 9
Unifying Orthogonal Monte Carlo Methods
2019
W Chen
Mark Rowland
Adrian Weller
+1
Cited by 9
Machine learning explainability for external stakeholders
2020
McKane Andrus
MK Andrus
Umang Bhatt
+2
Cited by 9
Revisiting the Limits of MAP Inference by MWSS on Perfect Graphs
2015
Adrian Weller
Cited by 8
Orthogonal Estimation of Wasserstein Distances
2019
T Sarlos
Mark Rowland
Krzysztof Choromanski
+3
Cited by 8
Uprooting and rerooting graphical models
2016
Adrian Weller
Cited by 7
Conditions Beyond Treewidth for Tightness of Higher-order LP Relaxations
2017
Adrian Weller
Aldo Pacchiano
Mark Rowland
Cited by 6
Human-Centered Approaches to Fair and Responsible AI
2020
Michael Carl Tschantz
Kori Inkpen
Michelle Carney
+4
Cited by 5
Getting a clue: A method for explaining uncertainty estimates
2020
Tameem Adel
Javier Antoran
Adrian Weller
+3
Cited by 5
The unreasonable effectiveness of random orthogonal embeddings
2017
M Rowland
Krzysztof Choromanski
Adrian Weller
Cited by 4
Gauged mini-bucket elimination for approximate inference
2018
Sungsoo Ahn
Michael (Misha) Chertkov
Adrian Weller
+1
Cited by 4