Shang-Hua Teng
8 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (13) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
β
The Questioner
Conferences
COLT (3)
NIPS (2)
AAAI (1)
ALT (1)
JMLR (1)
Top co-authors
Keywords
empirical risk minimization
(2)
transductive learning
(2)
learning theory
(1)
supervised learning
(1)
sample complexity
(1)
pac learning
(1)
computational complexity
(1)
multiclass classification
(1)
structural risk minimization
(1)
multiclass learning
(1)
hypothesis class
(1)
gradient based learning
(1)
approximation algorithm
(1)
biological sequence
(1)
network reachability
(1)
path finding
(1)
complexity theory
(1)
one-inclusion graph
(1)
local regularization
(1)
planning capability
(1)
Papers
Proper Learnability and the Role of Unlabeled Data
ALT 2025
Open Problem: Can Local Regularization Learn All Multiclass Problems?
COLT 2024
Transductive Learning is Compact
NIPS 2024
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
NIPS 2024
Regularization and Optimal Multiclass Learning
COLT 2024
Computational Analyses of the Electoral College: Campaigning Is Hard But Approximately Manageable
AAAI 2021
Efficient Sampling for Gaussian Graphical Models via Spectral Sparsification
COLT 2015
Active Clustering of Biological Sequences
JMLR 2012