Juho Rousu
11 papers · 2005–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🐝 Cross-Pollinator (8) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (19) 🌉 Interdisciplinary Bridge
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Taxonomy Completionist
(20)
🐝
Cross-Pollinator
(8)
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Mega-Team
(31)
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Trend Setter
🗃️
Keyword Collector
(55)
💎
Century Club
(11)
Conferences
ICML (3)
JMLR (3)
ACML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
structured prediction
(3)
multilabel classification
(3)
kernel methods
(2)
approximate inference
(1)
image reconstruction
(1)
text classification
(1)
bayesian inference
(1)
graph prediction
(1)
optimal transport
(1)
multi-label classification
(1)
labeled graphs
(1)
dynamic programming
(1)
gaussian process regression
(1)
semi-definite programming
(1)
structured output learning
(1)
hierarchical classification
(1)
non-stationary modeling
(1)
structured output
(1)
max-margin learning
(1)
ensemble learning
(1)
Papers
MassSpecGym: A benchmark for the discovery and identification of molecules
NIPS 2024
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
ICML 2022
Vector-Valued Least-Squares Regression under Output Regularity Assumptions
JMLR 2022
Large-Scale Sparse Kernel Canonical Correlation Analysis
ICML 2019
Magnitude-Preserving Ranking for Structured Outputs
ACML 2017
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo
AISTATS 2016
Structured Prediction of Network Response
ICML 2014
Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks
NIPS 2014
Multilabel Classification through Random Graph Ensembles
ACML 2013
Kernel-Based Learning of Hierarchical Multilabel Classification Models
JMLR 2006
Efficient Computation of Gapped Substring Kernels on Large Alphabets
JMLR 2005