Tianyi Peng
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(23)
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Hot Topic Early Bird
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(3)
Reinforcement Learning
(3)
Learning Types
(3)
Methods
(3)
Optimization
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Keywords
sub-exponential noise
(2)
low-rank matrix
(2)
causal inference
(2)
reinforcement learning
(1)
anomaly detection
(1)
entropy minimization
(1)
policy optimization
(1)
test-time adaptation
(1)
keyword spotting
(1)
markov decision process
(1)
resource allocation
(1)
variance reduction
(1)
convergence
(1)
stochastic process
(1)
matrix completion
(1)
uncertainty quantification
(1)
low-rank matrix completion
(1)
binary distributions
(1)
continuous time
(1)
off-policy evaluation
(1)
Papers
AdaKWS: Towards Robust Keyword Spotting with Test-Time Adaptation
Interspeech 2025
Speeding up Policy Simulation in Supply Chain RL
ICML 2025
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers
NeurIPS 2024
Markovian Interference in Experiments
NeurIPS 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
NeurIPS 2021
Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise
ICML 2021