Kwei-Herng Lai
6 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Reinforcement Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types
(3)
Methods
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Computer Vision
(1)
Analysis
(1)
Applications · Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
reinforcement learning
(3)
automated machine learning
(2)
continuous control
(2)
anomaly detection
(1)
knowledge distillation
(1)
policy learning
(1)
video understanding
(1)
outlier detection
(1)
time series
(1)
off-policy learning
(1)
collaborative learning
(1)
hyperparameter tuning
(1)
feature engineering
(1)
recommender system
(1)
device placement
(1)
distributed system
(1)
imperfect information game
(1)
experience replay optimization
(1)
replay policy
(1)
policy distillation
(1)
Papers
AutoVideo: An Automated Video Action Recognition System
IJCAI 2022
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
NeurIPS 2022
TODS: An Automated Time Series Outlier Detection System
AAAI 2021
Dual Policy Distillation
IJCAI 2020
RLCard: A Platform for Reinforcement Learning in Card Games
IJCAI 2020
Experience Replay Optimization
IJCAI 2019