Lizhen Nie
4 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (13)
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Hot Topic Early Bird
Conferences
NIPS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
change point detection
(2)
time series analysis
(1)
model compression
(1)
statistical inference
(1)
network pruning
(1)
distribution shift
(1)
greedy selection
(1)
conditional distribution
(1)
nonparametric method
(1)
pre-trained network
(1)
statistical guarantee
(1)
pretrained network
(1)
distribution change
(1)
neural network
(1)
greedy forward selection
(1)
gradual change detection
(1)
covariate analysis
(1)
large sample properties
(1)
gradual change
(1)
Papers
Detection and Localization of Changes in Conditional Distributions
NIPS 2022
A nonparametric method for gradual change problems with statistical guarantees
NIPS 2021
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
ICLR 2021
Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
ICML 2020