Frank Nielsen
13 papers · 2008–2024 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
ποΈ
Keyword Collector
(61)
π
Conference Pioneer
π
Trend Setter
π
Century Club
(13)
β
The Questioner
Conferences
ICML (7)
NIPS (2)
UAI (2)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
second-order optimization
(2)
generative model
(2)
sinkhorn algorithm
(2)
variational inference
(2)
optimal transport
(2)
bayesian inference
(1)
convex optimization
(1)
differential privacy
(1)
sequential monte carlo
(1)
weakly supervised learning
(1)
supervised learning
(1)
deep learning
(1)
neural network optimization
(1)
maximum likelihood
(1)
risk minimization
(1)
embedding learning
(1)
fisher information
(1)
label noise
(1)
natural gradient
(1)
k-means clustering
(1)
Papers
A Rate-Distortion View of Uncertainty Quantification
ICML 2024
Hyperbolic Embeddings of Supervised Models
NIPS 2024
Optimal Transport with Tempered Exponential Measures
AAAI 2024
Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning
ICML 2023
q-Paths: Generalizing the geometric annealing path using power means
UAI 2021
Tractable structured natural-gradient descent using local parameterizations
ICML 2021
Sinkhorn AutoEncoders
UAI 2019
Relative Fisher Information and Natural Gradient for Learning Large Modular Models
ICML 2017
DeepBach: a Steerable Model for Bach Chorales Generation
ICML 2017
Clustering Financial Time Series: How Long Is Enough?
IJCAI 2016
Loss factorization, weakly supervised learning and label noise robustness
ICML 2016
k-variates++: more pluses in the k-means++
ICML 2016
On the Efficient Minimization of Classification Calibrated Surrogates
NIPS 2008