Zelda Mariet
6 papers · 2015–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Foundations
(1)
Learning Types
(1)
Keywords
determinantal point process
(3)
maximum likelihood estimation
(2)
matrix factorization
(1)
hyperparameter optimization
(1)
deep learning
(1)
theoretical analysis
(1)
kernel learning
(1)
determinantal point processes
(1)
tree-based sampling
(1)
maximum likelihood
(1)
global optimization
(1)
importance sampling
(1)
time series forecasting
(1)
kernel matrix
(1)
parameter learning
(1)
hyperparameter tuning
(1)
ensemble method
(1)
evolutionary optimization
(1)
biological sequence design
(1)
negative sampling
(1)
Papers
Faster & More Reliable Tuning of Neural Networks: Bayesian Optimization with Importance Sampling
AISTATS 2021
Population-Based Black-Box Optimization for Biological Sequence Design
ICML 2020
A Tree-Based Method for Fast Repeated Sampling of Determinantal Point Processes
ICML 2019
Foundations of Sequence-to-Sequence Modeling for Time Series
AISTATS 2019
Learning Determinantal Point Processes by Corrective Negative Sampling
AISTATS 2019
Fixed-point algorithms for learning determinantal point processes
ICML 2015