Qiaobo Li
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization
(1)
Keywords
model compression
(1)
differential privacy
(1)
optimal transport
(1)
convergence analysis
(1)
communication complexity
(1)
distributed learning
(1)
deep learning
(1)
neural network optimization
(1)
empirical risk minimization
(1)
uniform convergence
(1)
gradient descent
(1)
rademacher complexity
(1)
convolutional neural network
(1)
generalization guarantee
(1)
randomized sketching
(1)
communication overhead
(1)
overparameterized model
(1)
fair regression
(1)
statistical parity
(1)
wasserstein barycenter
(1)
Papers
Loss Gradient Gaussian Width based Generalization and Optimization Guarantees
AISTATS 2025
On the Power of Multitask Representation Learning with Gradient Descent
AISTATS 2025
Differentially Private Post-Processing for Fair Regression
ICML 2024
Sketching for Distributed Deep Learning: A Sharper Analysis
NeurIPS 2024