Matthias Mitterreiter
5 papers · 2018–2023 · 3 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 ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Computer Science
(3)
Foundations
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Optimization
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
automatic differentiation
(2)
latent dirichlet allocation
(1)
parameter estimation
(1)
dynamic routing
(1)
machine learning
(1)
image recognition
(1)
optimization algorithm
(1)
symbolic computation
(1)
topic model
(1)
jacobian computation
(1)
optimization framework
(1)
tensor computation
(1)
vanishing gradient
(1)
method of moment
(1)
modeling language
(1)
affine transformation
(1)
higher-order derivative
(1)
solver configuration
(1)
capsule neural network
(1)
matrix derivative
(1)
Papers
Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption
AAAI 2023
Method of Moments for Topic Models with Mixed Discrete and Continuous Features
IJCAI 2021
A Simple and Efficient Tensor Calculus
AAAI 2020
GENO -- GENeric Optimization for Classical Machine Learning
NeurIPS 2019
Computing Higher Order Derivatives of Matrix and Tensor Expressions
NeurIPS 2018