Steffen Rendle
6 papers · 2018–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (6)
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(10)
Conferences
ICML (2)
AISTATS (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Research topics
Keywords
recommender system
(2)
differential privacy
(2)
sample complexity
(1)
multiclass classification
(1)
sampling distribution
(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)
sufficient statistics
(1)
softmax function
(1)
simplex projection
(1)
feature separation
(1)
bregman projection
(1)
ranking metric
(1)
Papers
Private Learning with Public Features
AISTATS 2024
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates
ICML 2021
On Sampled Metrics for Item Recommendation (Extended Abstract)
IJCAI 2021
Rankmax: An Adaptive Projection Alternative to the Softmax Function
NIPS 2020
Efficient Training on Very Large Corpora via Gramian Estimation
ICLR 2019
Adaptive Sampled Softmax with Kernel Based Sampling
ICML 2018