Dawen Liang
6 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
active learning
(1)
dimensionality reduction
(1)
link prediction
(1)
manifold learning
(1)
spectral clustering
(1)
gaussian processes
(1)
collaborative filtering
(1)
preference learning
(1)
global convergence
(1)
policy learning
(1)
gaussian process
(1)
fitted q-iteration
(1)
batch reinforcement learning
(1)
log loss
(1)
landmark selection
(1)
stochastic variational inference
(1)
preference modeling
(1)
graphical model
(1)
latent representation
(1)
deep neural network
(1)
Papers
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
ICML 2025
LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience
EMNLP 2025
Switching the Loss Reduces the Cost in Batch Reinforcement Learning
ICML 2024
Correlated Variational Auto-Encoders
ICML 2019
On the challenges of learning with inference networks on sparse, high-dimensional data
AISTATS 2018
Landmarking Manifolds with Gaussian Processes
ICML 2015