Matt Taddy
6 papers · 2012–2019 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Conference Polyglot (5) π Academic Marathon (7) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(9)
π
Interdisciplinary Bridge
πΊ
Lone Wolf
(3)
Conferences
ICML (2)
ACL (1)
AISTATS (1)
IJCNLP (1)
NIPS (1)
Top co-authors
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
NIPS 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
Document Classification by Inversion of Distributed Language Representations
IJCNLP 2015
On Estimation and Selection for Topic Models
AISTATS 2012