Sören Laue
6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (13)
🧭
Keyword Pioneer
🔥
Unstoppable
(5)
Conferences
AAAI (3)
NIPS (2)
IJCAI (1)
Top co-authors
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
NIPS 2024
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption
AAAI 2023
Convexity Certificates from Hessians
NIPS 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