Articles by Samuel Dooley

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Articles by Samuel Dooley

LiveBench: A Challenging, Contamination-Limited LLM Benchmark

18 April 2025 by Colin White and others at

New York University

Computation and Language, Artificial Intelligence

Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes

6 February 2025 by Mayuka Jayawardhana and others

Computation and Language, Machine Learning

Multi-objective Differentiable Neural Architecture Search

4 February 2025 by Rhea Sanjay Sukthanker and others

Machine Learning, Computer Vision and Pattern Recognition

Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking

27 January 2025 by Benjamin Feuer and others

Machine Learning, Artificial Intelligence

Large Language Models Must Be Taught to Know What They Don't Know

5 December 2024 by Sanyam Kapoor and others at

New York University

Machine Learning, Artificial Intelligence

Extracellular Matrix Protein 1 Attenuates Hepatic Fibrosis by Inhibiting TSP-, ADAMTS-, and MMP-Mediated Latent TGF-β1 Activation

24 October 2024 by Frauke Link and others

Cell Biology

Retinoic acid generates a beneficial microenvironment for liver progenitor cell activation in acute liver failure

18 July 2024 by Shuai Wang and others

Cell Biology

Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive

3 July 2024 by Arka Pal and others

Computation and Language, Artificial Intelligence

Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition

6 December 2023 by Samuel Dooley and others at

Caltech

Computer Vision and Pattern Recognition, Artificial Intelligence

ForecastPFN: Synthetically-Trained Zero-Shot Forecasting

3 November 2023 by Samuel Dooley and others at

Caltech

Machine Learning

Fairer and More Accurate Tabular Models Through NAS

18 October 2023 by Richeek Das and Samuel Dooley

Machine Learning, Artificial Intelligence

Data Contamination Through the Lens of Time

16 October 2023 by Manley Roberts and others

Computation and Language

Giraffe: Adventures in Expanding Context Lengths in LLMs

21 August 2023 by Arka Pal and others

Artificial Intelligence, Computation and Language

Are Commercial Face Detection Models as Biased as Academic Models?

30 November 2022 by Samuel Dooley and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Robustness Disparities in Face Detection

29 November 2022 by Samuel Dooley and others

Computers and Society, Artificial Intelligence

How Technology Impacts and Compares to Humans in Socially Consequential Arenas

2 November 2022 by Samuel Dooley

Artificial Intelligence, Human-Computer Interaction

Training induced improvements in knee extensor force accuracy are associated with reduced vastus lateralis motor unit firing variability

4 August 2022 by I. Ely and others at

University of Nottingham

Physiology

A Deep Dive into Dataset Imbalance and Bias in Face Identification

15 March 2022 by Valeriia Cherepanova and others

Computer Vision and Pattern Recognition, Machine Learning

Ctrl-Shift: How Privacy Sentiment Changed from 2019 to 2021

15 March 2022 by Angelica Goetzen and others

Computers and Society, Cryptography and Security

Topological Data Analysis for Word Sense Disambiguation

1 March 2022 by Michael Rawson and others

Computation and Language, Algebraic Topology

The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations

22 February 2022 by Marina Knittel and others

Computer Science and Game Theory, Artificial Intelligence

Comparing Human and Machine Bias in Face Recognition

25 October 2021 by Samuel Dooley and others

Computer Vision and Pattern Recognition, Artificial Intelligence

PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning

17 October 2021 by Neehar Peri and others

Computer Science and Game Theory, Artificial Intelligence

Effects of Quantum Pair Creation and Annihilation on a Classical Exclusion Process: the transverse XY model with TASEP

15 October 2021 by Karen Kavanagh and others

Statistical Mechanics, Strongly Correlated Electrons

Robustness Disparities in Commercial Face Detection

27 August 2021 by Samuel Dooley and others

Computers and Society, Artificial Intelligence

ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning

13 October 2020 by Kevin Kuo and others

Computer Science and Game Theory, Machine Learning

The Affiliate Matching Problem: On Labor Markets where Firms are Also Interested in the Placement of Previous Workers

24 September 2020 by Samuel Dooley and John Dickerson

General Economics, Artificial Intelligence

Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning

2 July 2020 by Vedant Nanda and others

Machine Learning, Computers and Society

Can an Algorithm be My Healthcare Proxy?

7 January 2020 by Duncan Mcelfresh and others

Computers and Society

Overhead Detection: Beyond 8-bits and RGB

7 August 2018 by Eliza Mace and others

Computer Vision and Pattern Recognition

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Articles by Samuel Dooley