Maruan Al-Shedivat
14 papers · 2016–2021 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (7)
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Conference Polyglot
(7)
ποΈ
Keyword Collector
(74)
π
Trend Setter
π
Century Club
(14)
π₯
Unstoppable
(6)
π
Conference Pioneer
Conferences
ICML (4)
ICLR (2)
JMLR (2)
NAACL (2)
NIPS (2)
AISTATS (1)
EMNLP (1)
Top co-authors
Keywords
stochastic computation graph
(2)
neural network
(2)
domain adaptation
(2)
representation learning
(2)
gradient estimation
(2)
imitation learning
(1)
few-shot learning
(1)
active learning
(1)
text classification
(1)
bayesian inference
(1)
probabilistic inference
(1)
multilingual translation
(1)
multi-label classification
(1)
interpretable machine learning
(1)
meta-learning
(1)
automatic differentiation
(1)
continuous adaptation
(1)
explanation generation
(1)
gaussian process
(1)
transfer learning
(1)
Papers
On Data Efficiency of Meta-learning
AISTATS 2021
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
ICLR 2021
Progressive Generation of Long Text with Pretrained Language Models
NAACL 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification
EMNLP 2021
Regularizing Black-box Models for Improved Interpretability
NIPS 2020
Contextual Explanation Networks
JMLR 2020
A Baseline for Any Order Gradient Estimation in Stochastic Computation Graphs
ICML 2019
Consistency by Agreement in Zero-Shot Neural Machine Translation
NAACL 2019
DiCE: The Infinitely Differentiable Monte Carlo Estimator
ICML 2018
Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments
ICLR 2018
Learning Policy Representations in Multiagent Systems
ICML 2018
Learning Scalable Deep Kernels with Recurrent Structure
JMLR 2017
Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices
NIPS 2016
ADIOS: Architectures Deep In Output Space
ICML 2016