Tianyi Peng
6 papers · 2021–2025 · 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 (10) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(20)
Conferences
NIPS (3)
ICML (2)
AISTATS (1)
Top co-authors
Research topics
Keywords
sub-exponential noise
(2)
low-rank matrix
(2)
causal inference
(2)
policy optimization
(1)
anomaly detection
(1)
uncertainty quantification
(1)
markov decision process
(1)
resource allocation
(1)
variance reduction
(1)
stochastic process
(1)
matrix completion
(1)
low rank matrix
(1)
low-rank matrix completion
(1)
binary distributions
(1)
continuous time
(1)
poisson distribution
(1)
minimax rate
(1)
treatment effect estimation
(1)
deep rl
(1)
queuing network control
(1)
Papers
Speeding up Policy Simulation in Supply Chain RL
ICML 2025
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
NIPS 2024
Markovian Interference in Experiments
NIPS 2022
Uncertainty Quantification for Low-Rank Matrix Completion with Heterogeneous and Sub-Exponential Noise
AISTATS 2022
Learning Treatment Effects in Panels with General Intervention Patterns
NIPS 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
ICML 2021