Mario Boley
5 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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๐งญ Keyword Pioneer ๐ Conference Polyglot (3) ๐ Academic Marathon (7) ๐ Cross-Pollinator (9) ๐ Interdisciplinary Bridge
๐บ๏ธ
Taxonomy Completionist
(15)
Conferences
NIPS (3)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(1)
feature learning
(1)
bayesian inference
(1)
orthogonal projection
(1)
ridge regression
(1)
sample complexity
(1)
expectation maximization
(1)
cross validation
(1)
risk minimization
(1)
gradient boosting
(1)
hyperparameter tuning
(1)
greedy algorithm
(1)
learning algorithm
(1)
additive model
(1)
interpretable model
(1)
dependency discovery
(1)
rule ensemble
(1)
feature robustness
(1)
neural network
(1)
flatness measure
(1)
Papers
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles
AISTATS 2024
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization
NIPS 2023
Relative Flatness and Generalization
NIPS 2021
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms
IJCAI 2019
Effective Parallelisation for Machine Learning
NIPS 2017