Bing-Yi Jing
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(2)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
offline reinforcement learning
(2)
few-shot learning
(1)
model misspecification
(1)
uncertainty quantification
(1)
reproducing kernel hilbert space
(1)
gaussian process regression
(1)
distribution shift
(1)
kernel ridge regression
(1)
diffusion model
(1)
convergence rate
(1)
prototype classification
(1)
out-of-distribution detection
(1)
behavior policy
(1)
uncertainty estimation
(1)
consistency model
(1)
q-value function
(1)
pessimistic optimization
(1)
tabular datum
(1)
random distance matching
(1)
prototype scheme
(1)
Papers
D2R2: Diffusion-based Representation with Random Distance Matching for Tabular Few-shot Learning
NIPS 2024
Q-Distribution guided Q-learning for offline reinforcement learning: Uncertainty penalized Q-value via consistency model
NIPS 2024
Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning
NIPS 2023
Gaussian process regression: Optimality, robustness, and relationship with kernel ridge regression
JMLR 2022