Max Paulus
5 papers · 2014–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(2)
Mathematics & Optimization
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
combinatorial optimization
(3)
sequence generation
(1)
adversarial training
(1)
gradient estimation
(1)
branch and bound
(1)
mixed integer programming
(1)
latent variable model
(1)
variational autoencoder
(1)
latent space
(1)
sequence model
(1)
cutting plane
(1)
mixed integer linear programming
(1)
posterior collapse
(1)
gumbel-max trick
(1)
algorithm configuration
(1)
perturbation model
(1)
graph neural network
(1)
solver configuration
(1)
branch and cut
(1)
primal heuristics
(1)
Papers
Learning to Configure Separators in Branch-and-Cut
NeurIPS 2023
Learning To Dive In Branch And Bound
NeurIPS 2023
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs
NeurIPS 2022
Gradient Estimation with Stochastic Softmax Tricks
NeurIPS 2020
lex4all: A language-independent tool for building and evaluating pronunciation lexicons for small-vocabulary speech recognition
ACL 2014