Xu Shi
5 papers · 2024–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(5)
🐝
Cross-Pollinator
(13)
⚡
Prolific Year
(5)
Conferences
AISTATS (1)
EMNLP (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
bilevel optimization
(2)
convex optimization
(2)
natural gradient descent
(1)
collaborative learning
(1)
proximal gradient
(1)
convergence rate
(1)
observational datum
(1)
root cause analysis
(1)
confounding adjustment
(1)
bisection method
(1)
unmeasured confounding
(1)
bias adjustment
(1)
nested optimization
(1)
multi-agent system
(1)
microservices architecture
(1)
negative control
(1)
holderian error bound
(1)
causal inference
(1)
composite convex function
(1)
composite optimization
(1)
Papers
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
NIPS 2024
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
AISTATS 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture
EMNLP 2024
OWL: A Large Language Model for IT Operations
ICLR 2024
Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls
JMLR 2024