Edward Chang
8 papers · 2011–2023 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Conference Polyglot Β· Silver
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Keyword Pioneer
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Keyword Champion
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Clinical
(1)
Cognitive Science
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Linguistics
(1)
Keywords
unsupervised learning
(1)
deep reinforcement learning
(1)
representation learning
(1)
feature learning
(1)
dirichlet process
(1)
bayesian nonparametrics
(1)
model selection
(1)
nonparametric bayesian
(1)
feature extraction
(1)
speech processing
(1)
time warping
(1)
markov chain monte carlo
(1)
lasso regression
(1)
hierarchical model
(1)
auditory cortex
(1)
autoregressive model
(1)
reward shaping
(1)
neural data
(1)
interpretable feature
(1)
disease diagnosis
(1)
Papers
Neural Latent Aligner: Cross-trial Alignment for Learning Representations of Complex, Naturalistic Neural Data
ICML 2023
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis
NeurIPS 2018
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction
NeurIPS 2017
The Human Speech Cortex
Interspeech 2016
Network Representation Learning with Rich Text Information
IJCAI 2015
Scalable Gaussian Process Regression Using Deep Neural Networks
IJCAI 2015
An Autoregressive Approach to Nonparametric Hierarchical Dependent Modeling
AISTATS 2012
K2Q: Generating Natural Language Questions from Keywords with User Refinements
IJCNLP 2011