Alexander Soen
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24)
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Conference Polyglot
(5)
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Century Club
(10)
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Trend Setter
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Unstoppable
(5)
ποΈ
Keyword Collector
(54)
Conferences
NIPS (5)
ICML (2)
AAAI (1)
AISTATS (1)
JMLR (1)
Top co-authors
Research topics
Keywords
algorithmic fairness
(2)
stochastic process
(2)
hawkes process
(2)
point process
(2)
fisher information matrix
(2)
boosting algorithm
(2)
intensity function
(2)
sample complexity
(1)
maximum likelihood
(1)
embedding learning
(1)
loss landscape
(1)
bregman divergence
(1)
risk minimization
(1)
neural network optimization
(1)
uncertainty quantification
(1)
distribution shift
(1)
statistical estimation
(1)
deep learning
(1)
exponential family
(1)
density ratio estimation
(1)
Papers
Domain Adaptation and Entanglement: an Optimal Transport Perspective
AISTATS 2025
Trade-Offs of Diagonal Fisher Information Matrix Estimators
NIPS 2024
Rejection via Learning Density Ratios
NIPS 2024
Hyperbolic Embeddings of Supervised Models
NIPS 2024
Online Learning in Betting Markets: Profit versus Prediction
ICML 2024
Fair Densities via Boosting the Sufficient Statistics of Exponential Families
ICML 2023
Fair Wrapping for Black-box Predictions
NIPS 2022
Interval-censored Hawkes processes
JMLR 2022
UNIPoint: Universally Approximating Point Processes Intensities
AAAI 2021
On the Variance of the Fisher Information for Deep Learning
NIPS 2021