Sören Laue

6 papers · 2020–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 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

Joachim Giesen (6) Matthias Mitterreiter (3) Mark Blacher (2) Niklas Merk (2) Christoph Staudt (2) Julien Klaus (2) Paul Kahlmeyer (1) Sina Zarrieß (1) Maurice Wenig (1) Konstantin Wiedom (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 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