Matt J. Kusner
University College London
H-index: 32
Europe-United Kingdom
Top articles of Matt J. Kusner
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Proxy Methods for Domain Adaptation | Katherine Tsai Stephen R Pfohl Olawale Salaudeen Nicole Chiou Matt Kusner | 2024/4/18 | |
Setting the Record Straight on Transformer Oversmoothing | arXiv preprint arXiv:2401.04301 | Gbètondji JS Dovonon Michael M Bronstein Matt J Kusner | 2024/1/9 |
No train no gain: Revisiting efficient training algorithms for transformer-based language models | NeurIPS 2023 | Jean Kaddour Oscar Key Piotr Nawrot Pasquale Minervini Matt J Kusner | 2023/7/12 |
Stochastic causal programming for bounding treatment effects | Kirtan Padh Jakob Zeitler David Watson Matt Kusner Ricardo Silva | 2023/8/10 | |
Adapting to latent subgroup shifts via concepts and proxies | Ibrahim Alabdulmohsin Nicole Chiou Alexander D’Amour Arthur Gretton Sanmi Koyejo | 2023/4/11 | |
DAG Learning on the Permutahedron | Valentina Zantedeschi Luca Franceschi Jean Kaddour Matt Kusner Vlad Niculae | 2023 | |
When Do Flat Minima Optimizers Work? | Jean Kaddour Linqing Liu Ricardo Silva Matt Kusner | 2022 | |
Local Latent Space Bayesian Optimization over Structured Inputs | Advances in Neural Information Processing Systems | Natalie Maus Haydn T Jones Juston S Moore Matt J Kusner John Bradshaw | 2022/1/28 |
Causal inference with treatment measurement error: a nonparametric instrumental variable approach | Yuchen Zhu Limor Gultchin Arthur Gretton Matt J Kusner Ricardo Silva | 2022/8/17 | |
Causal machine learning: A survey and open problems | arXiv preprint arXiv:2206.15475 | Jean Kaddour Aengus Lynch Qi Liu Matt J Kusner Ricardo Silva | 2022/6/30 |
Proximal causal learning with kernels: Two-stage estimation and moment restriction | Afsaneh Mastouri Yuchen Zhu Limor Gultchin Anna Korba Ricardo Silva | 2021/5/10 | |
Counterfactual data augmentation for neural machine translation | Qi Liu Matt Kusner Phil Blunsom | 2021/6 | |
Causal effect inference for structured treatments | Advances in Neural Information Processing Systems | Jean Kaddour Yuchen Zhu Qi Liu Matt J Kusner Ricardo Silva | 2021/12/6 |
Unsupervised point cloud pre-training via occlusion completion | Hanchen Wang Qi Liu Xiangyu Yue Joan Lasenby Matt J Kusner | 2021 | |
MPC-friendly commitments for publicly verifiable covert security | Nitin Agrawal James Bell Adrià Gascón Matt J Kusner | 2021/11/12 | |
Learning binary decision trees by argmin differentiation | Valentina Zantedeschi Matt Kusner Vlad Niculae | 2021/7/1 | |
Operationalizing complex causes: A pragmatic view of mediation | Limor Gultchin David S Watson Matt J Kusner Ricardo Silva | 2021/6/9 | |
The long road to fairer algorithms | Nature | Matt J Kusner Joshua R Loftus | 2020/2/6 |
Barking up the right tree: an approach to search over molecule synthesis dags | Advances in neural information processing systems | John Bradshaw Brooks Paige Matt J Kusner Marwin Segler José Miguel Hernández-Lobato | 2020 |
A class of algorithms for general instrumental variable models | Niki Kilbertus Matt J Kusner Ricardo Silva | 2020/6/11 |
Co-Authors
