Soeren Laue
10 papers · 2012–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Conference Polyglot (6)
π
Academic Marathon
(12)
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Cross-Pollinator
(13)
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Renaissance Researcher
(7)
π
Century Club
(10)
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Trend Setter
Conferences
NIPS (3)
AISTATS (2)
ICML (2)
COLING (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
convex optimization
(3)
support vector machine
(3)
kernel methods
(2)
hyperparameter optimization
(2)
path tracking algorithm
(2)
matrix completion
(2)
automatic differentiation
(1)
robust principal component analysis
(1)
constrained optimization
(1)
machine learning
(1)
distributed optimization
(1)
support estimation
(1)
regularization path
(1)
probability measure
(1)
concave optimization
(1)
kernel regression
(1)
solution path
(1)
nuclear norm
(1)
parameterized optimization
(1)
semi-definite programming
(1)
Papers
Detecting Conceptual Abstraction in LLMs
COLING 2024
Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints
IJCAI 2019
GENO -- GENeric Optimization for Classical Machine Learning
NIPS 2019
Computing Higher Order Derivatives of Matrix and Tensor Expressions
NIPS 2018
Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains
ICML 2015
Sketching the Support of a Probability Measure
AISTATS 2014
Robust and Efficient Kernel Hyperparameter Paths with Guarantees
ICML 2014
A comparison of models of word meaning in context
NAACL 2012
Regularization Paths with Guarantees for Convex Semidefinite Optimization
AISTATS 2012
Approximating Concavely Parameterized Optimization Problems
NIPS 2012