Edward Chang
8 papers · 2011–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) π Academic Marathon (12) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
π
Conference Pioneer
Conferences
IJCAI (2)
NIPS (2)
AISTATS (1)
ICML (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
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 datum
(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
NIPS 2018
Union of Intersections (UoI) for Interpretable Data Driven Discovery and Prediction
NIPS 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