Xingdong Feng
5 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(11)
Conferences
JMLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
quantile regression
(2)
covariate shift
(2)
reproducing kernel hilbert space
(1)
nonparametric regression
(1)
fitted q-iteration
(1)
importance weighting
(1)
distribution shift
(1)
curse of dimensionality
(1)
convergence rate
(1)
monotonicity constraint
(1)
nonparametric method
(1)
over-parameterized neural network
(1)
dependent datum
(1)
value distribution
(1)
kernel methods
(1)
neural network
(1)
deep nonparametric regression
(1)
domain adaptation
(1)
non-crossing constraint
(1)
distributional reinforcement learning
(1)
Papers
Optimal Kernel Quantile Learning with Random Features
ICML 2024
Deep Nonparametric Quantile Regression under Covariate Shift
JMLR 2024
Towards a Unified Analysis of Kernel-based Methods Under Covariate Shift
NIPS 2023
Over-parameterized Deep Nonparametric Regression for Dependent Data with Its Applications to Reinforcement Learning
JMLR 2023
Non-Crossing Quantile Regression for Distributional Reinforcement Learning
NIPS 2020