SM
Shakir Mohamed
cs.LGstat.MLcs.AIcs.CYcs.CVphysics.ao-phstat.COcs.CLstat.MEArtificial Intelligence
On Valency
published · living versionsW_5vz5yxu5·v1 · currentpublished
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
with William Fedus, Mihaela Rosca, Balaji Lakshminarayanan, Andrew M. Dai +1
1 version
Preprints & journals
53 papers in the corpus · 2007–2025Expectation Propagation in Gaussian Process Dynamical Systems: Extended Version1207.2940v5 · Marc Peter Deisenroth, Shakir Mohamed2012 · 1 citationAdvances in Neural Information Processing Systems 25 (NIPS), pp. 2609-2617, 2012
Towards Responsible Development of Generative AI for Education: An Evaluation-Driven Approach2407.12687v4 · Irina Jurenka, Markus Kunesch, Kevin R. McKee et al.2024 · 20 citationsarXiv
Contextualizing ancient texts with generative neural networks.40702185 · Assael, Yannis, Sommerschield, Thea, Cooley, Alison et al.2025 · 17 citationsNature. 2025;645(8079):141-147
LearnLM: Improving Gemini for Learning2412.16429v3 · LearnLM Team Google: Abhinit Modi, Aditya Srikanth Veerubhotla, Aliya Rysbek et al.2024 · 4 citationsarXiv
Evaluating Gemini in an arena for learning2505.24477v1 · LearnLM Team Google: Abhinit Modi, Aditya Srikanth Veerubhotla, Aliya Rysbek et al.2025 · 0 citationsarXiv
Probabilistic weather forecasting with machine learning.39633054 · Price, Ilan, Sanchez-Gonzalez, Alvaro, Alet, Ferran et al.2024 · 397 citationsNature. 2025;637(8044):84-90
Epistemic Injustice in Generative AI2408.11441v1 · Jackie Kay, Atoosa Kasirzadeh, Shakir Mohamed2024 · 66 citationsarXiv
Neural Compression of Atmospheric States2407.11666v2 · Piotr Mirowski, David Warde-Farley, Mihaela Rosca et al.2024 · 0 citationsarXiv
A Robot Walks into a Bar: Can Language Models Serve as Creativity Support Tools for Comedy? An Evaluation of LLMs' Humour Alignment with Comedians2405.20956v2 · Piotr Wojciech Mirowski, Juliette Love, Kory W. Mathewson et al.2024 · 1 citationarXiv
GenCast: Diffusion-based ensemble forecasting for medium-range weather2312.15796v2 · Ilan Price, Alvaro Sanchez-Gonzalez, Ferran Alet et al.2023 · 64 citationsarXiv
STELA: a community-centred approach to norm elicitation for AI alignment.38503818 · Bergman, Stevie, Marchal, Nahema, Mellor, John et al.2024 · 46 citationsScientific reports. 2024;14(1):6616
The illusion of artificial inclusion2401.08572v3 · William Agnew, A. Stevie Bergman, Jennifer Chien et al.2024 · 57 citationsarXiv
Learning skillful medium-range global weather forecasting.37962497 · Lam, Remi, Sanchez-Gonzalez, Alvaro, Willson, Matthew et al.2023 · 1,409 citationsScience (New York, N.Y.). 2023;382(6677):1416-1421
Understanding Deep Generative Models with Generalized Empirical Likelihoods2306.09780v2 · Suman Ravuri, M'elanie Rey, Shakir Mohamed et al.2023 · 4 citationsarXiv
GraphCast: Learning skillful medium-range global weather forecasting2212.12794v2 · Remi Lam, Alvaro Sanchez-Gonzalez, Matthew Willson et al.2022 · 169 citationsarXiv
Power to the People? Opportunities and Challenges for Participatory AI2209.07572v1 · Abeba Birhane, William Isaac, Vinodkumar Prabhakaran et al.2022 · 327 citationsarXiv
Machine learning and health need better values.35459793 · Ghassemi, Marzyeh, Mohamed, Shakir2022 · 24 citationsNPJ digital medicine. 2022;5(1):51
se-Shweshwe Inspired Fashion Generation2203.00435v1 · Lindiwe Brigitte Malobola, Negar Rostamzadeh, Shakir Mohamed2022 · 1 citationarXiv
Skillful Precipitation Nowcasting using Deep Generative Models of Radar2104.00954v1 · Suman Ravuri, Karel Lenc, Matthew Willson et al.2021 · 1,030 citationsarXiv
Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health records.33953393 · Tomašev, Nenad, Harris, Natalie, Baur, Sebastien et al.2021 · 114 citationsNature protocols. 2021;16(6):2765-2787
A case for new neural network smoothness constraints2012.07969v3 · Mihaela Rosca, Theophane Weber, Arthur Gretton et al.2020 · 16 citationsarXiv
Normalizing Flows for Probabilistic Modeling and Inference1912.02762v2 · George Papamakarios, Eric Nalisnick, Danilo Jimenez Rezende et al.2019 · 340 citationsJournal of Machine Learning Research, 22(57):1-64, 2021
Monte Carlo Gradient Estimation in Machine Learning1906.10652v2 · Shakir Mohamed, Mihaela Rosca, Michael Figurnov et al.2019 · 81 citationsJournal of Machine Learning Research, 21(132):1-62, 2020
AI for social good: unlocking the opportunity for positive impact.32424119 · Tomašev, Nenad, Cornebise, Julien, Hutter, Frank et al.2020 · 352 citationsNature communications. 2020;11(1):2468
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence2007.04068v1 · Shakir Mohamed, Marie-Therese Png, William Isaac2020 · 858 citationsarXiv
A review of radar-based nowcasting of precipitation and applicable machine learning techniques2005.04988v1 · Rachel Prudden, Samantha Adams, Dmitry Kangin et al.2020 · 66 citationsarXiv
Levels of Analysis for Machine Learning2004.05107v1 · Jessica Hamrick, Shakir Mohamed2020 · 4 citationsarXiv
Training language GANs from Scratch1905.09922v2 · Cyprien de Masson d'Autume, Mihaela Rosca, Jack Rae et al.2019 · 40 citationsarXiv
A clinically applicable approach to continuous prediction of future acute kidney injury.31367026 · Tomašev, Nenad, Glorot, Xavier, Rae, Jack W et al.2019 · 1,153 citationsNature. 2019;572(7767):116-119
Distribution Matching in Variational Inference1802.06847v4 · Mihaela Rosca, Balaji Lakshminarayanan, Shakir Mohamed2018 · 47 citationsarXiv
Building machines that learn and think for themselves.29342685 · Botvinick, Matthew, Barrett, David G T, Battaglia, Peter et al.2019 · 55 citationsThe Behavioral and brain sciences. 2017;40:e255
Implicit Reparameterization Gradients1805.08498v4 · Michael Figurnov, Shakir Mohamed, Andriy Mnih2018 · 138 citationsarXiv
Learning Implicit Generative Models with the Method of Learned Moments1806.11006v1 · Suman Ravuri, Shakir Mohamed, Mihaela Rosca et al.2018 · 6 citationsarXiv
Unsupervised Learning of 3D Structure from Images1607.00662v2 · Danilo Jimenez Rezende, S. M. Ali Eslami, Shakir Mohamed et al.2016 · 96 citationsarXiv
Unsupervised Predictive Memory in a Goal-Directed Agent1803.10760v1 · Greg Wayne, Chia-Chun Hung, David Amos et al.2018 · 141 citationsarXiv
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step1710.08446v3 · William Fedus, Mihaela Rosca, Balaji Lakshminarayanan et al.2017 · 159 citationsarXivon Valency
Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 20171711.08378v1 · M. Botvinick, D.G.T. Barrett, P. Battaglia et al.2017 · 5 citationsarXiv
Variational Approaches for Auto-Encoding Generative Adversarial Networks1706.04987v2 · Mihaela Rosca, Balaji Lakshminarayanan, David Warde-Farley et al.2017 · 241 citationsarXiv
The Cramer Distance as a Solution to Biased Wasserstein Gradients1705.10743v1 · Marc G. Bellemare, Ivo Danihelka, Will Dabney et al.2017 · 237 citationsarXiv
Recurrent Environment Simulators1704.02254v2 · Silvia Chiappa, S'ebastien Racaniere, Daan Wierstra et al.2017 · 114 citationsarXiv
Learning in Implicit Generative Models1610.03483v4 · Shakir Mohamed, Balaji Lakshminarayanan2016 · 166 citationsarXiv
Generative Temporal Models with Memory1702.04649v2 · Mevlana Gemici, Chia-Chun Hung, Adam Santoro et al.2017 · 35 citationsarXiv
Normalizing Flows on Riemannian Manifolds1611.02304v2 · Mevlana C. Gemici, Danilo Rezende, Shakir Mohamed2016 · 45 citationsarXiv
Early Visual Concept Learning with Unsupervised Deep Learning1606.05579v3 · Irina Higgins, Loic Matthey, Xavier Glorot et al.2016 · 121 citationsarXiv
Variational Inference with Normalizing Flows1505.05770v6 · Danilo Jimenez Rezende, Shakir Mohamed2015 · 1,401 citationsarXiv
One-Shot Generalization in Deep Generative Models1603.05106v2 · Danilo Jimenez Rezende, Shakir Mohamed, Ivo Danihelka et al.2016 · 74 citationsarXiv
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning1509.08731v1 · Shakir Mohamed, Danilo Jimenez Rezende2015 · 283 citationsarXiv
Semi-Supervised Learning with Deep Generative Models1406.5298v2 · Diederik P. Kingma, Danilo J. Rezende, Shakir Mohamed et al.2014 · 1,487 citationsarXivon Valency
Stochastic Backpropagation and Approximate Inference in Deep Generative Models1401.4082v3 · Danilo Jimenez Rezende, Shakir Mohamed, Daan Wierstra2014 · 3,506 citationsarXiv
Adaptive Hamiltonian and Riemann Manifold Monte Carlo Samplers1302.6182v1 · ziyu wang, Shakir Mohamed, Nando de Freitas2013 · 25 citationsarXiv
Career total: 86 works. 53 are in this corpus.Showing the 50 most recent.
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