Microsoft Research Lab - Cambridge - Microsoft Research: Publications

Publication

Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency

Mingfei Sun, Sam Devlin, Katja Hofmann, Shimon Whiteson

AAAI 2022 | February 2022

Publication

Deep End-to-end Causal Inference

Tomas Geffner, Javier Antoran, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman (emrek), Amit Sharma, Martin Kukla, Nick Pawlowski, Miltos Allamanis, Cheng Zhang

MSR-TR-2022-1 | February 2022

Published by Microsoft

Project Project

Publication

Learning Inconsistent Preferences with Gaussian Processes

Siu Lun Chau, Javier González, Dino Sejdinovic

International Conference on Artificial Intelligence and Statistics (AISTATS 2022) | January 2022

Publication

SpatialSim: Recognizing Spatial Configurations of Objects with Graph Neural Networks

Laetitia Teodorescu, Katja Hofmann, Pierre-Yves Oudeyer1

Frontiers in Artificial Intelligence | January 2022, Vol 4

Publication

Local Constraint-Based Causal Discovery under Selection Bias

Philip Versteeg, Cheng Zhang, Joris Mooij

Conference on Causal Learning and Reasoning (CLeaR) | January 2022

Project

Publication

Intraoperative prediction of post-anaesthesia care unit hypotension

Konstantina Palla, Stephanie Hyland, Karen Posner, Pratik Ghosh, Bala Nair, Melissa Bristow, Yoana Paleva, Ben Williams, Christine Fong, Wil Van Cleve, Dustin R Long, Ronald Pauldine, Kenton O'Hara, Kenji Takeda, Monica S Vavilala, Kenton O'Hara

British Journal of Anaesthesia | December 2021

Online ahead of print.

Project

Publication

Sparse Uncertainty Representation in Deep Learning with Inducing Weights

Hippolyt Ritter, Martin Kukla, Cheng Zhang, Yingzhen Li

NeurIPS | December 2021

Project

Publication

Identifiable Generative Models for Missing Not at Random Data Imputation

Chao Ma, Cheng Zhang

NeurIPS | December 2021

Project

Publication

Memory Efficient Meta-Learning with Large Images

John Bronskill, Daniela Massiceti, Massimiliano Patacchiola, Katja Hofmann, Richard Turner

NeurIPS 2021 | December 2021

Github Project

Publication

Nekara: Generalized Concurrency Testing

Udit Agarwal, Pantazis Deligiannis, Cheng Huang, Kumseok Jung, Akash Lal, Immad Naseer, Matthew J. Parkinson, Arun Thangamani, Jyothi Vedurada, Yunpeng Xiao

Automated Software Engineering | November 2021

Project

Microsoft Research Cambridge

Publications