متابعة
Rob Cornish
Rob Cornish
University of Oxford
بريد إلكتروني تم التحقق منه على robots.ox.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Online Learning Rate Adaptation with Hypergradient Descent‏
AG Baydin, R Cornish, DM Rubio, M Schmidt, F Wood‏
Sixth International Conference on Learning Representations (ICLR), 2018‏
2832018
On Nesting Monte Carlo Estimators‏
T Rainforth, R Cornish, H Yang, A Warrington‏
International Conference on Machine Learning (ICML), 4264-4273, 2018‏
1722018
Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows‏
R Cornish, AL Caterini, G Deligiannidis, A Doucet‏
International Conference on Machine Learning, (ICML), 2133-2143, 2020‏
1272020
Variational inference with continuously-indexed normalizing flows‏
A Caterini, R Cornish, D Sejdinovic, A Doucet‏
Uncertainty in Artificial Intelligence (UAI), 44-53, 2021‏
27*2021
Scalable Metropolis-Hastings for exact Bayesian inference with large datasets‏
R Cornish, P Vanetti, A Bouchard-Côté, G Deligiannidis, A Doucet‏
International Conference on Machine Learning (ICML), 1351-1360, 2019‏
272019
Scalable Metropolis–Hastings for Exact Bayesian Inference with Large Datasets: Supplementary Material‏
R Cornish, P Vanetti, A Bouchard-Côté, G Deligiannidis, A Doucet‏
27*
Conformal off-policy prediction in contextual bandits‏
MF Taufiq, JF Ton, R Cornish, YW Teh, A Doucet‏
Advances in Neural Information Processing Systems 35, 31512-31524, 2022‏
192022
Deep Generative Missingness Pattern-Set Mixture Models‏
S Ghalebikesabi, R Cornish, C Holmes, L Kelly‏
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021‏
152021
On Multilevel Monte Carlo Unbiased Gradient Estimation for Deep Latent Variable Models‏
Y Shi, R Cornish‏
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021‏
152021
On the Pitfalls of Nested Monte Carlo‏
T Rainforth, R Cornish, H Yang, F Wood‏
arXiv preprint arXiv:1612.00951, 2016‏
102016
Analyzing array manipulating programs by program transformation‏
JRM Cornish, G Gange, JA Navas, P Schachte, H Søndergaard, ...‏
International Symposium on Logic-Based Program Synthesis and Transformation …, 2014‏
72014
Marginal density ratio for off-policy evaluation in contextual bandits‏
MF Taufiq, A Doucet, R Cornish, JF Ton‏
Advances in Neural Information Processing Systems 36, 52648-52691, 2023‏
42023
Stochastic Neural Network Symmetrisation in Markov Categories‏
R Cornish‏
arXiv preprint arXiv:2406.11814, 2024‏
22024
Efficient exact inference in discrete Anglican programs‏
R Cornish, F Wood, H Yang‏
Workshop on Probabilitic Programming Semantics, colocated with ACM POPL 17, 2017‏
22017
Robust Predictive Uncertainty for Neural Networks via Confidence Densities‏
R Cornish, G Deligiannidis, A Doucet‏
ICML Workshops, 2019‏
12019
Towards a Testable Notion of Generalization for Generative Adversarial Networks‏
R Cornish, H Yang, F Wood‏
12018
Neural Network Symmetrisation in Concrete Settings‏
R Cornish‏
arXiv preprint arXiv:2412.09469, 2024‏
2024
SymDiff: Equivariant Diffusion via Stochastic Symmetrisation‏
L Zhang, K Ashouritaklimi, YW Teh, R Cornish‏
arXiv preprint arXiv:2410.06262, 2024‏
2024
Causal Falsification of Digital Twins‏
R Cornish, MF Taufiq, A Doucet, C Holmes‏
arXiv preprint arXiv:2301.07210, 2023‏
2023
Equivariant stochastic neural networks in Markov categories‏
R Cornish‏
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مقالات 1–20