Matt J Kusner
11 papers · 2015–2023 · 1 conference · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (37) π Academic Marathon (8) π Interdisciplinary Bridge π Renaissance Researcher (8) π§ Keyword Pioneer
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Interdisciplinary Bridge
π
Academic Marathon
(8)
π
Keyword Trendsetter Combo
(4)
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Trend Setter
π
Century Club
(11)
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Unstoppable
(5)
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The Questioner
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Keyword Collector
(60)
Conferences
NIPS (11)
Top co-authors
Keywords
causal inference
(4)
counterfactual fairness
(2)
deep generative model
(2)
gradient-based optimization
(2)
treatment effect estimation
(2)
optimal transport
(1)
outlier detection
(1)
metric learning
(1)
fair classification
(1)
distributed computing
(1)
algorithmic fairness
(1)
document classification
(1)
machine learning
(1)
bayesian optimization
(1)
outlier handling
(1)
loss landscape
(1)
learning rate decay
(1)
clustering algorithm
(1)
approximation algorithm
(1)
batch selection
(1)
Papers
No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models
NIPS 2023
Local Latent Space Bayesian Optimization over Structured Inputs
NIPS 2022
When Do Flat Minima Optimizers Work?
NIPS 2022
Causal Effect Inference for Structured Treatments
NIPS 2021
Barking up the right tree: an approach to search over molecule synthesis DAGs
NIPS 2020
A Class of Algorithms for General Instrumental Variable Models
NIPS 2020
A Model to Search for Synthesizable Molecules
NIPS 2019
Counterfactual Fairness
NIPS 2017
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness
NIPS 2017
Supervised Word Mover's Distance
NIPS 2016
Fast Distributed k-Center Clustering with Outliers on Massive Data
NIPS 2015