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Chris J. Maddison
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Mastering the game of Go with deep neural networks and tree search
D Silver, A Huang, CJ Maddison, A Guez, L Sifre, G Van Den Driessche, ...
Nature 529 (7587), 484, 2016
132062016
The concrete distribution: A continuous relaxation of discrete random variables
CJ Maddison, A Mnih, YW Teh
ICLR, 2017
16752017
Conditional neural processes
M Garnelo, D Rosenbaum, CJ Maddison, T Ramalho, D Saxton, ...
ICML, 2018
3552018
A* sampling
CJ Maddison, D Tarlow, T Minka
NeurIPS, Outstanding Paper Award, 2014
2672014
Rebar: Low-variance, unbiased gradient estimates for discrete latent variable models
G Tucker, A Mnih, CJ Maddison, J Lawson, J Sohl-Dickstein
NeurIPS, 2017
2512017
Structured generative models of natural source code
CJ Maddison, D Tarlow
ICML, 2014
1642014
Tighter variational bounds are not necessarily better
T Rainforth, AR Kosiorek, TA Le, CJ Maddison, M Igl, F Wood, YW Teh
ICML, 2018
1572018
Move Evaluation in Go Using Deep Convolutional Neural Networks
CJ Maddison, A Huang, I Sutskever, D Silver
ICLR, 2015
1572015
Filtering variational objectives
CJ Maddison, J Lawson, G Tucker, N Heess, M Norouzi, A Mnih, A Doucet, ...
NeurIPS, 2017
1532017
On empirical comparisons of optimizers for deep learning
D Choi, CJ Shallue, Z Nado, J Lee, CJ Maddison, GE Dahl
arXiv preprint arXiv:1910.05446, 2019
1402019
Hierarchical Representations with Poincar\'e Variational Auto-Encoders
E Mathieu, CL Lan, CJ Maddison, R Tomioka, YW Teh
NeurIPS, 2019
85*2019
Doubly reparameterized gradient estimators for Monte Carlo objectives
G Tucker, D Lawson, S Gu, CJ Maddison
ICLR, 2018
752018
Rapid and widespread effects of 17β-estradiol on intracellular signaling in the male songbird brain: a seasonal comparison
SA Heimovics, NH Prior, CJ Maddison, KK Soma
Endocrinology 153 (3), 1364-1376, 2012
592012
Annealing between distributions by averaging moments
RB Grosse, CJ Maddison, RR Salakhutdinov
NeurIPS, 2013
482013
Hamiltonian descent methods
CJ Maddison, D Paulin, YW Teh, B O'Donoghue, A Doucet
arXiv preprint arXiv:1809.05042, 2018
452018
Gradient Estimation with Stochastic Softmax Tricks
MB Paulus, D Choi, D Tarlow, A Krause, CJ Maddison
NeurIPS, 2020
242020
Soft song during aggressive interactions: seasonal changes and endocrine correlates in song sparrows
CJ Maddison, RC Anderson, NH Prior, MD Taves, KK Soma
Hormones and Behavior 62 (4), 455-463, 2012
232012
Training a policy neural network and a value neural network
TKH Graepel, SC Huang, D Silver, AC Guez, L Sifre, I Sutskever, ...
US Patent App. 15/280,711, 2018
192018
Particle Value Functions
CJ Maddison, D Lawson, G Tucker, N Heess, A Doucet, A Mnih, YW Teh
Deep Structured Prediction Workshop, ICLR, 2017
172017
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions
W Grathwohl, K Swersky, M Hashemi, D Duvenaud, CJ Maddison
ICML, 2021
152021
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