Matt Taddy
5 papers · 2012–2019 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal inference
(1)
model selection
(1)
deep learning
(1)
marginal likelihood
(1)
online optimization
(1)
bias correction
(1)
singular value decomposition
(1)
multi-armed bandit
(1)
topic model
(1)
counterfactual prediction
(1)
bandit algorithm
(1)
confidence interval
(1)
low-rank model
(1)
treatment effect
(1)
dynamic pricing
(1)
instrumental variable
(1)
adaptive linear regression
(1)
martingale central limit theorem
(1)
latent topic
(1)
posterior maximization
(1)
Papers
Low-Rank Bandit Methods for High-Dimensional Dynamic Pricing
NeurIPS 2019
Accurate Inference for Adaptive Linear Models
ICML 2018
Deep IV: A Flexible Approach for Counterfactual Prediction
ICML 2017
Document Classification by Inversion of Distributed Language Representations
ACL 2015
On Estimation and Selection for Topic Models
AISTATS 2012