Xiaodi Wu
7 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Interdisciplinary
(5)
Science
(5)
Deep Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Optimization & Theory Β· Deep Learning
(3)
Artificial Intelligence
(2)
Reinforcement Learning
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
quantum computing
(3)
sublinear algorithm
(2)
quantum neural network
(2)
gradient estimation
(2)
differentiable programming
(2)
adversarial training
(1)
loss landscape
(1)
theoretical analysis
(1)
continuous optimization
(1)
optimal control
(1)
gradient descent
(1)
kernel ridge regression
(1)
optimization theory
(1)
matrix game
(1)
quantum algorithm
(1)
variational quantum algorithm
(1)
linear quadratic control
(1)
local minima
(1)
classifier training
(1)
quantum optimization
(1)
Papers
Differentiable Quantum Computing for Large-scale Linear Control
NeurIPS 2024
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels
ICML 2023
Differentiable Analog Quantum Computing for Optimization and Control
NeurIPS 2022
Exponentially Many Local Minima in Quantum Neural Networks
ICML 2021
Sublinear Classical and Quantum Algorithms for General Matrix Games
AAAI 2021
Quantum Wasserstein Generative Adversarial Networks
NeurIPS 2019
Sublinear quantum algorithms for training linear and kernel-based classifiers
ICML 2019