Matthias Mitterreiter
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (3) ๐ Academic Marathon (5) ๐ Renaissance Researcher (6) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (12)
๐งญ
Keyword Pioneer
๐
Cross-Pollinator
(15)
Conferences
AAAI (2)
NIPS (2)
IJCAI (1)
Top co-authors
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)
solver configuration
(1)
capsule neural network
(1)
higher order derivative
(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
NIPS 2019
Computing Higher Order Derivatives of Matrix and Tensor Expressions
NIPS 2018