Fan Ding
9 papers · 2008–2022 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(5)
Core Methods
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Computer Science
(1)
Bayesian & Probabilistic
(1)
Keywords
constraint satisfaction
(2)
representation learning
(1)
variational inference
(1)
approximate inference
(1)
probabilistic modeling
(1)
maximum entropy
(1)
stochastic gradient descent
(1)
convex optimization
(1)
structure learning
(1)
image retrieval
(1)
deep hashing
(1)
inverse reinforcement learning
(1)
markov chain monte carlo
(1)
stochastic optimization
(1)
exponential family
(1)
reward function
(1)
optimal policy
(1)
contrastive divergence
(1)
protein sequence alignment
(1)
unsupervised learning
(1)
Papers
Proximal Exploration for Model-guided Protein Sequence Design
ICML 2022
X-MEN: guaranteed XOR-maximum entropy constrained inverse reinforcement learning
UAI 2022
PALM: Probabilistic area loss Minimization for Protein Sequence Alignment
UAI 2021
XOR-CD: Linearly Convergent Constrained Structure Generation
ICML 2021
XOR-SGD: provable convex stochastic optimization for decision-making under uncertainty
UAI 2021
Stein Variational Inference for Discrete Distributions
AISTATS 2020
Progressive Generative Hashing for Image Retrieval
IJCAI 2018
A Study on Effectiveness of Syntactic Relationship in Dependence Retrieval Model
IJCNLP 2008
Information Retrieval Oriented Word Segmentation based on Character Association Strength Ranking
EMNLP 2008