Sören Laue
6 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🔥
Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory · Machine Learning
(5)
Computer Science
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Foundations
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
automatic differentiation
(3)
performance optimization
(1)
convex optimization
(1)
feature extraction
(1)
latent dirichlet allocation
(1)
parameter estimation
(1)
dynamic routing
(1)
deep learning
(1)
numerical optimization
(1)
constrained optimization
(1)
computational efficiency
(1)
positive semidefinite matrix
(1)
positive semidefinite
(1)
image recognition
(1)
gpu computing
(1)
topic model
(1)
jacobian computation
(1)
optimization framework
(1)
numerical solver
(1)
vanishing gradient
(1)
Papers
Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines
NeurIPS 2024
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption
AAAI 2023
Convexity Certificates from Hessians
NeurIPS 2022
Optimization for Classical Machine Learning Problems on the GPU
AAAI 2022
Method of Moments for Topic Models with Mixed Discrete and Continuous Features
IJCAI 2021
A Simple and Efficient Tensor Calculus
AAAI 2020