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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
177042016
The concrete distribution: A continuous relaxation of discrete random variables
CJ Maddison, A Mnih, YW Teh
ICLR, 2017
23912017
Conditional neural processes
M Garnelo, D Rosenbaum, CJ Maddison, T Ramalho, D Saxton, ...
ICML, 2018
6312018
A* sampling
CJ Maddison, D Tarlow, T Minka
NeurIPS, Outstanding Paper Award, 2014
3622014
Rebar: Low-variance, unbiased gradient estimates for discrete latent variable models
G Tucker, A Mnih, CJ Maddison, J Lawson, J Sohl-Dickstein
NeurIPS, 2017
3222017
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
2872019
Filtering variational objectives
CJ Maddison, J Lawson, G Tucker, N Heess, M Norouzi, A Mnih, A Doucet, ...
NeurIPS, 2017
2152017
Tighter variational bounds are not necessarily better
T Rainforth, AR Kosiorek, TA Le, CJ Maddison, M Igl, F Wood, YW Teh
ICML, 2018
2062018
Structured generative models of natural source code
CJ Maddison, D Tarlow
ICML, 2014
1832014
Move Evaluation in Go Using Deep Convolutional Neural Networks
CJ Maddison, A Huang, I Sutskever, D Silver
ICLR, 2015
1802015
Hierarchical Representations with Poincar\'e Variational Auto-Encoders
E Mathieu, CL Lan, CJ Maddison, R Tomioka, YW Teh
NeurIPS, 2019
156*2019
Doubly reparameterized gradient estimators for Monte Carlo objectives
G Tucker, D Lawson, S Gu, CJ Maddison
ICLR, 2018
1012018
Annealing between distributions by averaging moments
RB Grosse, CJ Maddison, RR Salakhutdinov
NeurIPS, 2013
692013
Gradient Estimation with Stochastic Softmax Tricks
MB Paulus, D Choi, D Tarlow, A Krause, CJ Maddison
NeurIPS, 2020
672020
Oops I Took A Gradient: Scalable Sampling for Discrete Distributions
W Grathwohl, K Swersky, M Hashemi, D Duvenaud, CJ Maddison
ICML, 2021
652021
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
602012
Hamiltonian descent methods
CJ Maddison, D Paulin, YW Teh, B O'Donoghue, A Doucet
arXiv preprint arXiv:1809.05042, 2018
572018
Lossy Compression for Lossless Prediction
Y Dubois, B Bloem-Reddy, K Ullrich, CJ Maddison
NeurIPS, 2021
502021
Optimal Representations for Covariate Shift
Y Ruan, Y Dubois, CJ Maddison
ICLR, 2022
492022
Rao-Blackwellizing the Straight-Through Gumbel-Softmax Gradient Estimator
MB Paulus, CJ Maddison, A Krause
ICLR, 2021
322021
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