Junwei Lu
11 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (6) π Academic Marathon (5)
π
Interdisciplinary Bridge
π
Conference Polyglot
(6)
π
Academic Marathon
(5)
π
Keyword Champion
(2)
π
Century Club
(11)
ποΈ
Keyword Collector
(59)
Conferences
JMLR (3)
ICLR (2)
ICML (2)
NIPS (2)
ACL (1)
AISTATS (1)
Top co-authors
Keywords
graphical model
(4)
combinatorial inference
(2)
hypothesis testing
(2)
off-policy evaluation
(1)
statistical inference
(1)
multi-source learning
(1)
variable selection
(1)
matrix factorization
(1)
uncertainty quantification
(1)
high-dimensional inference
(1)
posterior sampling
(1)
ising model
(1)
graph inference
(1)
statistical testing
(1)
nonparametric regression
(1)
domain adaptation
(1)
statistical estimation
(1)
kernel smoothing
(1)
pointwise mutual information
(1)
offline reinforcement learning
(1)
Papers
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices
JMLR 2023
Prompt Discriminative Language Models for Domain Adaptation
ACL 2023
Combinatorial-Probabilistic Trade-Off: P-Values of Community Properties Test in the Stochastic Block Models
ICLR 2023
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization
ICLR 2021
Inference of Dynamic Graph Changes for Functional Connectome
AISTATS 2020
Computational and Statistical Tradeoffs in Inferring Combinatorial Structures of Ising Model
ICML 2020
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
NIPS 2020
Layer-Wise Learning Strategy for Nonparametric Tensor Product Smoothing Spline Regression and Graphical Models
JMLR 2019
Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models
JMLR 2018
Sketching Method for Large Scale Combinatorial Inference
NIPS 2018
The Edge Density Barrier: Computational-Statistical Tradeoffs in Combinatorial Inference
ICML 2018