Xinshi Chen
9 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 👑 Triple Crown
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
unrolled algorithm
(2)
variational inference
(2)
sparse recovery
(1)
multi-task learning
(1)
rademacher complexity
(1)
causal discovery
(1)
deep learning
(1)
maximum likelihood estimation
(1)
neural network optimization
(1)
neural architecture
(1)
supervised learning
(1)
reward function
(1)
probabilistic reasoning
(1)
alternating minimization
(1)
reinforcement learning
(1)
deep architecture
(1)
user modeling
(1)
generalization analysis
(1)
sparse precision matrix
(1)
combinatorial optimization
(1)
Papers
Provable Learning-based Algorithm For Sparse Recovery
ICLR 2022
Multi-task Learning of Order-Consistent Causal Graphs
NeurIPS 2021
Efficient Probabilistic Logic Reasoning with Graph Neural Networks
ICLR 2020
GLAD: Learning Sparse Graph Recovery
ICLR 2020
Learning To Stop While Learning To Predict
ICML 2020
RNA Secondary Structure Prediction By Learning Unrolled Algorithms
ICLR 2020
Understanding Deep Architecture with Reasoning Layer
NeurIPS 2020
Generative Adversarial User Model for Reinforcement Learning Based Recommendation System
ICML 2019
Particle Flow Bayes’ Rule
ICML 2019