About
Discord Stateoftheart AI
GitHub

Publications

27

Cited by

362

Amy Zhang

reinforcement learningdeep learningcomputer vision
University of Washington

United States

Papers and Citations

1 - 50
A dissection of overfitting and generalization in continuous reinforcement learning
2018
Amy Zhang
Nicolas Ballas
Joelle Pineau
Cited by 74
Guess who rated this movie: Identifying users through subspace clustering
2012
Andrea Montanari
Stratis Ioannidis
Nadia Fawaz
+1
Cited by 59
How to hide the elephant-or the donkey-in the room: Practical privacy against statistical inference for large data
2013
Nina Taft
Nadia Fawaz
Sandilya Bhamidipati
+5
Cited by 56
Out-of-distribution generalization via risk extrapolation ( rex )
2020
Ethan Caballero
David Scott Krueger
Amy Zhang
+1
Cited by 52
Out-of-distribution generalization via risk extrapolation (rex)
2020
Aaron Courville
Ethan Caballero
Jörn-Henrik Jacobsen
+4
Cited by 52
Managing your private and public data: Bringing down inference attacks against your privacy
2015
Branislav Kveton
Flavio du Pin Calmon
Salman Salamatian
+5
Cited by 45
Composable planning with attributes
2018
Arthur Szlam
Sainbayar Sukhbaatar
Rob Fergus
+3
Cited by 36
Decoupling dynamics and reward for transfer learning
2018
Harsh Satija
Joelle Pineau
Amy Zhang
Cited by 36
Mapping the world population one building at a time
2017
Hai-Anh H Dang
Siobhan Murray
Gregory Yetman
+8
Cited by 24
Learning invariant representations for reinforcement learning without reconstruction
2020
Amy Zhang
Rowan McAllister
Yarin Gal
+2
Cited by 24
Natural environment benchmarks for reinforcement learning
2018
Y Wu
Joelle Pineau
Amy Zhang
Cited by 23
Improving sample efficiency in model-free reinforcement learning from images
2019
Rob Fergus
Denis Yarats
Joelle Pineau
+3
Cited by 20
Building detection from satellite images on a global scale
2017
A Gros
Xian-Ming Liu
Amy Zhang
+1
Cited by 18
Invariant causal prediction for block mdps
2020
Doina Precup
Amy Zhang
Angelos Filos
+5
Cited by 16
Learning causal state representations of partially observable environments
2019
Anima Anandkumar
Laurent Itti
Tommaso Furlanello
+5
Cited by 14
Priview: Media consumption and recommendation meet privacy against inference attacks
2014
S Bhamidipati
Branislav Kveton
Amy Zhang
+1
Cited by 7
PriView: personalized media consumption meets privacy against inference attacks
2015
S Bhamidipati
Nadia Fawaz
Amy Zhang
+1
Cited by 7
Plan2vec: Unsupervised representation learning by latent plans
2020
Ari S. Morcos
Roberto Calandra
Ge Yang
+3
Cited by 7
Feedback neural network for weakly supervised geo-semantic segmentation
2016
A Gros
Thomas S. Huang
Tobias Tiecke
+2
Cited by 6
A network flow approach in cloud computing
2013
Amy Zhang
Muriel Medard
Soheil Feizi
Cited by 4
User identification through subspace clustering
2015
Nadia Fawaz
Andrea Montanari
Amy Zhang
+1
Cited by 3
Learning robust state abstractions for hidden-parameter block {mdp} s
2020
Amy Zhang
Shagun Sodhani
Khimya Khetarpal
Cited by 1
Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP
2020
Khimya Khetarpal
Shagun Sodhani
Amy Zhang
+1
Cited by 1
Stable policy optimization via off-policy divergence regularization
2020
Amy Zhang
Pascal Vincent
Ahmed Touati
+1
Cited by 1
A functional flow framework for cloud computing
2012
Amy Zhang
Cited by
Multi-Task Reinforcement Learning with Context-based Representations
2021
Joelle Pineau
Shagun Sodhani
Amy Zhang
Cited by
Intervention Design for Effective Sim2Real Transfer
2020
David Meger
Joelle Pineau
Melissa Mozifian
+1
Cited by
Model-Invariant State Abstractions for Model-Based Reinforcement Learning
2021
Roberto Calandra
Matthew E. Taylor
Amy Zhang
+1
Cited by
MBRL-Lib: A Modular Library for Model-based Reinforcement Learning
2021
Luis Pineda
Amy Zhang
Brandon Amos
+1
Cited by
Coherent aperture combining using machine learning
2019
KM Birnbaum
K Kudinov
Tobias Tiecke
+1
Cited by
Learning from Graphical Replay
Joelle Pineau
Ge Yang
Amy Zhang
+3
Cited by