Fan Ding
9 papers · 2008–2022 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (14) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
UAI (3)
ICML (2)
AISTATS (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
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
X-MEN: guaranteed XOR-maximum entropy constrained inverse reinforcement learning
UAI 2022
Proximal Exploration for Model-guided Protein Sequence Design
ICML 2022
XOR-SGD: provable convex stochastic optimization for decision-making under uncertainty
UAI 2021
XOR-CD: Linearly Convergent Constrained Structure Generation
ICML 2021
PALM: Probabilistic area loss Minimization for Protein Sequence Alignment
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