Alexander J. Smola
14 papers · 2001–2023 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (13) π Conference Polyglot (7)
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
ποΈ
Keyword Collector
(64)
π
Trend Setter
π
Century Club
(14)
π₯
Unstoppable
(5)
π
Conference Pioneer
Conferences
JMLR (7)
UAI (2)
CVPR (1)
ICCV (1)
ICLR (1)
ICML (1)
OSDI (1)
Top co-authors
Research topics
Keywords
kernel methods
(2)
support vector machine
(2)
quantile regression
(2)
sequence modeling
(1)
feature learning
(1)
robust regression
(1)
multi-task learning
(1)
conformal prediction
(1)
policy optimization
(1)
semidefinite programming
(1)
convex optimization
(1)
matrix factorization
(1)
feature selection
(1)
uncertainty quantification
(1)
sample complexity
(1)
robust classification
(1)
sparse estimation
(1)
multitask learning
(1)
model aggregation
(1)
action recognition
(1)
Papers
Flexible Model Aggregation for Quantile Regression
JMLR 2023
Meta-Q-Learning
ICLR 2020
P3O: Policy-on Policy-off Policy Optimization
UAI 2019
Efficient Multitask Feature and Relationship Learning
UAI 2019
Compressed Video Action Recognition
CVPR 2018
Latent LSTM Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data
ICML 2017
Sampling Matters in Deep Embedding Learning
ICCV 2017
Trend Filtering on Graphs
JMLR 2016
Scaling Distributed Machine Learning with the Parameter Server
OSDI 2014
Second Order Cone Programming Approaches for Handling Missing and Uncertain Data
JMLR 2006
Nonparametric Quantile Estimation
JMLR 2006
Learning the Kernel with Hyperkernels
JMLR 2005
Minimal Kernel Classifiers
JMLR 2002
Regularized Principal Manifolds
JMLR 2001