Tao Yao
4 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
time series forecasting
(2)
online learning
(1)
multi-armed bandit
(1)
regret bound
(1)
diffusion model
(1)
contextual bandit
(1)
sparse structure
(1)
sparse feature
(1)
semi-parametric model
(1)
long-term forecasting
(1)
high-dimensional covariate
(1)
median-of-means estimator
(1)
multivariate forecasting
(1)
minimax concave penalty
(1)
point forecasting
(1)
two-steps ucb
(1)
high dimensional feature
(1)
online system
(1)
legendre polynomial
(1)
fourier projection
(1)
Papers
SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting
AAAI 2026
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
NeurIPS 2022
A Practical Semi-Parametric Contextual Bandit
IJCAI 2019
Minimax Concave Penalized Multi-Armed Bandit Model with High-Dimensional Covariates
ICML 2018