Tianjian Huang
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (2)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
neural network
(2)
non-convex optimization
(1)
convergence analysis
(1)
explainable ai
(1)
feature importance
(1)
neural network interpretability
(1)
feature attribution
(1)
constrained optimization
(1)
discrete optimization
(1)
alternating direction method of multiplier
(1)
stationary point
(1)
integrated gradient
(1)
stochastic method
(1)
saddle point
(1)
polyak-lojasiewicz condition
(1)
gradient descent-ascent
(1)
soft projection
(1)
attribution method
(1)
explainable deep learning
(1)
model quantization
(1)
Papers
Optimal Differentially Private Model Training with Public Data
ICML 2024
A Rigorous Study of Integrated Gradients Method and Extensions to Internal Neuron Attributions
ICML 2022
Alternating Direction Method of Multipliers for Quantization
AISTATS 2021
Solving a Class of Non-Convex Min-Max Games Using Iterative First Order Methods
NIPS 2019