Mario Boley
5 papers · 2017–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
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
NeurIPS 2023
Relative Flatness and Generalization
NeurIPS 2021
Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms
IJCAI 2019
Effective Parallelisation for Machine Learning
NeurIPS 2017