Soeren Laue
10 papers · 2012–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (18)
π
Trend Setter
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Mathematics & Optimization
(8)
Machine Learning
(7)
Optimization
(7)
Optimization & Theory Β· Machine Learning
(7)
Computer Science
(2)
Core Methods
(2)
Foundations
(2)
Mathematics
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
support vector machine
(3)
convex optimization
(3)
matrix completion
(2)
path tracking algorithm
(2)
semidefinite programming
(2)
hyperparameter optimization
(2)
kernel methods
(2)
automatic differentiation
(1)
support estimation
(1)
constrained optimization
(1)
optimization algorithm
(1)
regularization path
(1)
probability measure
(1)
parameterized optimization
(1)
robust principal component analysis
(1)
nuclear norm
(1)
machine learning
(1)
concave optimization
(1)
solution path
(1)
kernel regression
(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
NeurIPS 2019
Computing Higher Order Derivatives of Matrix and Tensor Expressions
NeurIPS 2018
Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains
ICML 2015
Robust and Efficient Kernel Hyperparameter Paths with Guarantees
ICML 2014
Sketching the Support of a Probability Measure
AISTATS 2014
A comparison of models of word meaning in context
NAACL 2012
Approximating Concavely Parameterized Optimization Problems
NeurIPS 2012
Regularization Paths with Guarantees for Convex Semidefinite Optimization
AISTATS 2012