GI
Geoffrey Irving
cs.LGcs.AIcs.CLcs.DCstat.MLComputer Graphicscs.LOComputer Simulationcs.CCcs.CG
On Valency
published · living versionsW_snpkpxfk·v1 · currentpublished
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
with Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo +35
1 version
Preprints & journals
27 papers in the corpus · 2006–2025Avoiding Obfuscation with Prover-Estimator Debate2506.13609v2 · Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras et al.2025 · 0 citationsarXiv
Banded Householder representation of linear subspaces1108.5822v3 · Geoffrey Irving2011 · 1 citationarXiv
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 838 citationsarXiv
Scalable AI Safety via Doubly-Efficient Debate2311.14125v1 · Jonah Brown-Cohen, Geoffrey Irving, Georgios Piliouras2023 · 1 citationarXiv
Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla2307.09458v3 · Tom Lieberum, Matthew Rahtz, J'anos Kram'ar et al.2023 · 6 citationsarXiv
Fine-Tuning Language Models via Epistemic Neural Networks2211.01568v2 · Ian Osband, Seyed Mohammad Asghari, Benjamin Van Roy et al.2022 · 3 citationsarXiv
Accelerating Large Language Model Decoding with Speculative Sampling2302.01318v1 · Charlie Chen, Sebastian Borgeaud, Geoffrey Irving et al.2023 · 26 citationsarXiv
Solving math word problems with process- and outcome-based feedback2211.14275v1 · Jonathan Uesato, Nate Kushman, Ramana Kumar et al.2022 · 23 citationsarXiv
Improving alignment of dialogue agents via targeted human judgements2209.14375v1 · Amelia Glaese, Nat McAleese, Maja Trebacz et al.2022 · 132 citationsarXiv
Teaching language models to support answers with verified quotes2203.11147v1 · Jacob Menick, Maja Trebacz, Vladimir Mikulik et al.2022 · 52 citationsarXiv
Uncertainty Estimation for Language Reward Models2203.07472v1 · Adam Gleave, Geoffrey Irving2022 · 7 citationsarXiv
Improving language models by retrieving from trillions of tokens2112.04426v3 · Sebastian Borgeaud, Arthur Mensch, Jordan Hoffmann et al.2021 · 298 citationsarXiv
Red Teaming Language Models with Language Models2202.03286v1 · Ethan Perez, Saffron Huang, Francis Song et al.2022 · 347 citationsarXiv
Scaling Language Models: Methods, Analysis & Insights from Training Gopher2112.11446v2 · Jack W. Rae, Sebastian Borgeaud, Trevor Cai et al.2021 · 245 citationsarXiv
Ethical and social risks of harm from Language Models2112.04359v1 · Laura Weidinger, John Mellor, Maribeth Rauh et al.2021 · 71 citationsarXiv
Alignment of Language Agents2103.14659v1 · Zachary Kenton, Tom Everitt, Laura Weidinger et al.2021 · 40 citationsarXiv
Fine-Tuning Language Models from Human Preferences1909.08593v2 · Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu et al.2019 · 385 citationsarXiv
Reward learning from human preferences and demonstrations in Atari1811.06521v1 · Borja Ibarz, Jan Leike, Tobias Pohlen et al.2018 · 39 citationsarXiv
AI safety via debate1805.00899v2 · Geoffrey Irving, Paul Christiano, Dario Amodei2018 · 29 citationsarXiv
Deep Network Guided Proof Search1701.06972v1 · Sarah Loos, Geoffrey Irving, Christian Szegedy et al.2017 · 94 citationsIn Thomas Eiter and David Sands, editors, 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning (LPAR-21). EPiC Series in Computing, vol. 46, pages 85-105, EasyChair, 2017. ISSN 2398-7340
DeepMath - Deep Sequence Models for Premise Selection1606.04442v2 · Alex A. Alemi, Francois Chollet, Niklas Een et al.2016 · 136 citationsarXiv
TensorFlow: A system for large-scale machine learning1605.08695v2 · Mart'in Abadi, Paul Barham, Jianmin Chen et al.2016 · 12,769 citationsarXivon Valency
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems1603.04467v2 · Mart'in Abadi, Ashish Agarwal, Paul Barham et al.2016 · 9,713 citationsarXivon Valency
Pentago is a First Player Win: Strongly Solving a Game Using Parallel In-Core Retrograde Analysis1404.0743v2 · Geoffrey Irving2014 · 0 citationsarXiv
A deterministic pseudorandom perturbation scheme for arbitrary polynomial predicates1308.1986v1 · Geoffrey Irving, Forrest Green2013 · 2 citationsarXiv
Robust high-resolution cloth using parallelism, history-based collisions, and accurate friction.19147895 · Selle, Andrew, Su, Jonathan, Irving, Geoffrey et al.2009 · 124 citationsIEEE transactions on visualization and computer graphics. 2009;15(2):339-50
Melting and burning solids into liquids and gases.16640248 · Losasso, Frank, Irving, Geoffrey, Guendelman, Eran et al.2006 · 96 citationsIEEE transactions on visualization and computer graphics. 2006;12(3):343-52
Career total: 51 works. 27 are in this corpus.
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