Steffen Rendle
6 papers · 2018–2024 · 5 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
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
🧭
Keyword Pioneer
Top co-authors
Research topics
Keywords
recommender system
(2)
differential privacy
(2)
similarity learning
(1)
global convergence
(1)
sample complexity
(1)
sampling distribution
(1)
multi-class classification
(1)
variance reduction
(1)
linear regression
(1)
matrix completion
(1)
recommendation system
(1)
private learning
(1)
evaluation metric
(1)
alternating least square
(1)
user-level privacy
(1)
public feature
(1)
multi-encoder model
(1)
neural network embedding
(1)
sufficient statistics
(1)
softmax function
(1)
Papers
Private Learning with Public Features
AISTATS 2024
On Sampled Metrics for Item Recommendation (Extended Abstract)
IJCAI 2021
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates
ICML 2021
Rankmax: An Adaptive Projection Alternative to the Softmax Function
NeurIPS 2020
Efficient Training on Very Large Corpora via Gramian Estimation
ICLR 2019
Adaptive Sampled Softmax with Kernel Based Sampling
ICML 2018